Alchemist: Parametric control of material properties with diffusion models
Prafull Sharma, Varun Jampani, Yuanzhen Li, Xuhui Jia, Dmitry Lagun, Fredo Durand, Bill Freeman, Mark Matthews
IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024
Paper (pdf)
One-step diffusion with distribution matching distillation
Tianwei Yin, Michaël Gharbi, Richard Zhang, Eli Shechtman, Fredo Durand, William T Freeman, Taesung Park
IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024
Paper (pdf)
Separating the" Chirp" from the" Chat": Self-supervised Visual Grounding of Sound and Language
Mark Hamilton, Andrew Zisserman, John R Hershey, William T Freeman
IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024
Paper (pdf)
Wonderjourney: Going from anywhere to everywhere
Hong-Xing Yu, Haoyi Duan, Junhwa Hur, Kyle Sargent, Michael Rubinstein, William T Freeman, Forrester Cole, Deqing Sun, Noah Snavely, Jiajun Wu, Charles Herrmann
IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024
Paper (pdf)
FeatUp: A Model-Agnostic Framework for Features at Any Resolution
Stephanie Fu, Mark Hamilton, Laura Brandt, Axel Feldman, Zhoutong Zhang, William T. Freeman
International Conference on Learning Representations (ICLR) 2024
Paper (pdf)
First Sagittarius A* Event Horizon Telescope Results. VII. Polarization of the Ring
Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Balokovic, Bidisha Bandyopadhyay, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Andrew Chael, Chi-kwan Chan, Dominic O Chang, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Rohan Dahale, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Vedant Dhruv, Indu K Dihingia, Sheperd S Doeleman, Sean Taylor Dougal, Sergio
The Astrophysical Journal Letters
Paper (pdf)
First Sagittarius A* Event Horizon Telescope Results. VIII. Physical Interpretation of the Polarized Ring
Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, Bidisha Bandyopadhyay, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Andrew Chael, Chi-kwan Chan, Dominic O Chang, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Rohan Dahale, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Vedant Dhruv, Indu K Dihingia, Sheperd S Doeleman, Sean Dougall, Sergio A Dzib
The Astrophysical Journal Letters
Paper (pdf)
Diffusion with forward models: Solving stochastic inverse problems without direct supervision
Ayush Tewari, Tianwei Yin, George Cazenavette, Semon Rezchikov, Josh Tenenbaum, Frédo Durand, Bill Freeman, Vincent Sitzmann
Advances in Neural Information Processing Systems 2023
Paper (pdf)
Ordered magnetic fields around the 3C 84 central black hole
GF Paraschos, J-Y Kim, M Wielgus, J Röder, TP Krichbaum, E Ros, I Agudo, I Myserlis, M Moscibrodzka, E Traianou, JA Zensus, L Blackburn, C-K Chan, S Issaoun, M Janssen, MD Johnson, VL Fish, K Akiyama, A Alberdi, W Alef, JC Algaba, R Anantua, K Asada, R Azulay, U Bach, A-K Baczko, D Ball, M Baloković, J Barrett, M Bauböck, BA Benson, D Bintley, R Blundell, KL Bouman, GC Bower, H Boyce, M Bremer, CD Brinkerink, R Brissenden, S Britzen, AE Broderick, D Broguiere, T Bronzwaer, S Bustamante, D-Y Byun, JE Carlstrom, C Ceccobello, A Chael, DO Chang, K Chatterjee, S Chatterjee, MT Chen, Y Chen, X Cheng, I Cho, P Christian, NS Conroy, JE Conway, JM Cordes, TM Crawford, GB Crew, A Cruz-Osorio, Y Cui, R Dahale, J Davelaar, M De Laurentis, R Deane, J Dempsey, G Desvignes, J Dexter, V Dhruv, SS Doeleman, S Dougal, SA Dzib, RP Eatough, R Emami, H Falcke, J Farah, E Fomalont, HA Ford, M Foschi, R Fraga-Encinas, WT Freeman, P Friberg, CM Fromm, A Fuentes, P Galison, CF Gammie, R García, O Gentaz, B Georgiev, C Goddi, R Gold,
Paper (pdf)
Imaging privacy threats from an ambient light sensor
Yang Liu, Gregory W Wornell, William T Freeman, Frédo Durand
Paper (pdf)
The persistent shadow of the supermassive black hole of M 87
Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, Bidisha Bandyopadhyay, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, John E Carlstrom, Andrew Chael, Chi-kwan Chan, Dominic O Chang, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Rohan Dahale, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Vedant Dhruv, Indu K Dihingia, Sheperd S Doeleman, Sergio A Dzib, Ralph P Eatough, Razieh Emami, Heino Falcke, Joseph Farah, Vincent L Fish, Edward Fomal
Paper (pdf)
A Search for Pulsars around Sgr A* in the First Event Horizon Telescope Data Set
Pablo Torne, Kuo Liu, Ralph P Eatough, Jompoj Wongphechauxsorn, James M Cordes, Gregory Desvignes, Mariafelicia De Laurentis, Michael Kramer, Scott M Ransom, Shami Chatterjee, Robert Wharton, Ramesh Karuppusamy, Lindy Blackburn, Michael Janssen, Chi-kwan Chan, B Geoffrey, Lynn D Matthews, Ciriaco Goddi, Helge Rottmann, Jan Wagner, Salvador Sánchez, Ignacio Ruiz, Federico Abbate, Geoffrey C Bower, Juan J Salamanca, Arturo I Gómez-Ruiz, Alfredo Herrera-Aguilar, Wu Jiang, Ru-Sen Lu, Ue-Li Pen, Alexander W Raymond, Lijing Shao, Zhiqiang Shen, Gabriel Paubert, Miguel Sanchez-Portal, Carsten Kramer, Manuel Castillo, Santiago Navarro, David John, Karl-Friedrich Schuster, Michael D Johnson, Kazi LJ Rygl, Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Raymond Blundell, Katherine L Bouman, Hope Boyce, Michael Bremer, Christiaan D Br
The Astrophysical Journal
Paper (pdf)
First M87 Event Horizon Telescope Results. IX. Detection of Near-horizon Circular Polarization
Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Andrew Chael, Chi-kwan Chan, Dominic O Chang, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Rohan Dahale, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Vedant Dhruv, Sheperd S Doeleman, Sean Dougal, Sergio A Dzib, Ralph P Eatough, Razieh Emami, Heino Fa
The Astrophysical Journal Letters
Paper (pdf)
Polarimetric geometric modeling for mm-VLBI observations of black holes
Freek Roelofs, Michael D Johnson, Andrew Chael, Michael Janssen, Maciek Wielgus, Avery E Broderick, Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Chi-kwan Chan, Dominic O Chang, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Rohan Dahale, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Vedant Dhruv, Sheperd S Doeleman,
The Astrophysical Journal Letters
Paper (pdf)
Evaluating Peripheral Vision as an Input Transformation to Understand Object Detection Model Behavior
Anne Harrington, Vasha DuTell, Mark Hamilton, Ayush Tewari, Simon Stent, William T Freeman, Ruth Rosenholtz
NeuRIPS 2023 Workshop on Gaze Meets ML
Paper (pdf)
StatTexNet: Evaluating the Importance of Statistical Parameters for Pyramid-Based Texture and Peripheral Vision Models
Christian Koevesdi, Vasha DuTell, Anne Harrington, Mark Hamilton, William T Freeman, Ruth Rosenholtz
NeuRIPS 2023 Workshop on Gaze Meets ML
Paper (pdf)
COCO-Periph: Bridging the Gap Between Human and Machine Perception in the Periphery
Anne Harrington, Vasha DuTell, Mark Hamilton, Ayush Tewari, Simon Stent, William T Freeman, Ruth Rosenholtz
International Conference on Learning Representations 2024
Paper (pdf)
Score-based diffusion models as principled priors for inverse imaging
Berthy T Feng, Jamie Smith, Michael Rubinstein, Huiwen Chang, Katherine L Bouman, William T Freeman
IEEE/CVF International Conference on Computer Vision 2023
Paper (pdf)
Evaluating Pyramid-Based Image Statistics Using Contrastive Learning
Vasha DuTell, William Freeman, Ruth Rosenholtz
Materialistic: Selecting similar materials in images
Prafull Sharma, Julien Philip, Michaël Gharbi, Bill Freeman, Fredo Durand, Valentin Deschaintre
ACM Transactions on Graphics (TOG)
Paper (pdf)
Muse: Text-To-Image Generation via Masked Generative Transformers
Huiwen Chang, Han Zhang, Jarred Barber, Aaron Maschinot, Jose Lezama, Lu Jiang, Ming-Hsuan Yang, Kevin Patrick Murphy, William T. Freeman, Michael Rubinstein, Yuanzhen Li, Dilip Krishnan
International Conference on Machine Learning 2023
Paper (pdf)
3d motion magnification: Visualizing subtle motions from time-varying radiance fields
Brandon Y Feng, Hadi Alzayer, Michael Rubinstein, William T Freeman, Jia-Bin Huang
IEEE/CVF International Conference on Computer Vision 2023
Paper (pdf)
Metaclue: Towards comprehensive visual metaphors research
Arjun R Akula, Brendan Driscoll, Pradyumna Narayana, Soravit Changpinyo, Zhiwei Jia, Suyash Damle, Garima Pruthi, Sugato Basu, Leonidas Guibas, William T Freeman, Yuanzhen Li, Varun Jampani
IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023
Comparison of polarized radiative transfer codes used by the EHT Collaboration
Ben S Prather, Jason Dexter, Monika Moscibrodzka, Hung-Yi Pu, Thomas Bronzwaer, Jordy Davelaar, Ziri Younsi, Charles F Gammie, Roman Gold, George N Wong, Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Andrew Chael, Chi-kwan Chan, Dominic O Chang, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Vedant Dh
The Astrophysical Journal
The Event Horizon Telescope Image of the Quasar NRAO 530
Svetlana Jorstad, Maciek Wielgus, Rocco Lico, Sara Issaoun, Avery E Broderick, Dominic W Pesce, Jun Liu, Guang-Yao Zhao, Thomas P Krichbaum, Lindy Blackburn, Chi-kwan Chan, Michael Janssen, Venkatessh Ramakrishnan, Kazunori Akiyama, Antxon Alberdi, Juan Carlos Algaba, Katherine L Bouman, Ilje Cho, Antonio Fuentes, José L Gómez, Mark Gurwell, Michael D Johnson, Jae-Young Kim, Ru-Sen Lu, Iván Martí-Vidal, Monika Moscibrodzka, Felix M Pötzl, Efthalia Traianou, Ilse van Bemmel, Walter Alef, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Raymond Blundell, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Andrew Chael, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Pierre Christian, Nicholas S Con
The Astrophysical Journal, 2023
Paper (pdf)
Can Shadows Reveal Biometric Information?
Safa C Medin, Amir Weiss, Frédo Durand, William T Freeman, Gregory W Wornell
Winter Conference on Applications of Computer Vision (WACV) 2023
Paper (pdf)
Associating objects and their effects in video through coordination games
Erika Lu, Forrester Cole, Weidi Xie, Tali Dekel, Bill Freeman, Andrew Zisserman, Michael Rubinstein
Advances in Neural Information Processing Systems 2022
Paper (pdf)
Structure and motion from casual videos
Zhoutong Zhang, Forrester Cole, Zhengqi Li, Michael Rubinstein, Noah Snavely, William T Freeman
European Conference on Computer Vision (ECCV) 2022
Paper (pdf)
Disentangling architecture and training for optical flow
Deqing Sun, Charles Herrmann, Fitsum Reda, Michael Rubinstein, David J Fleet, William T Freeman
European Conference on Computer Vision (ECCV) 2022
Paper (pdf)
Resolving the Inner Parsec of the Blazar J1924–2914 with the Event Horizon Telescope
Sara Issaoun, Maciek Wielgus, Svetlana Jorstad, Thomas P Krichbaum, Lindy Blackburn, Michael Janssen, Chi-kwan Chan, Dominic W Pesce, José L Gómez, Kazunori Akiyama, Monika Mościbrodzka, Iván Martí-Vidal, Andrew Chael, Rocco Lico, Jun Liu, Venkatessh Ramakrishnan, Mikhail Lisakov, Antonio Fuentes, Guang-Yao Zhao, Kotaro Moriyama, Avery E Broderick, Paul Tiede, Nicholas R MacDonald, Yosuke Mizuno, Efthalia Traianou, Laurent Loinard, Jordy Davelaar, Mark Gurwell, Ru-Sen Lu, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Raymond Blundell, Wilfred Boland, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongju
The Astrophysical Journal, 2022
Paper (pdf)
Maskgit: Masked generative image transformer
Huiwen Chang, Han Zhang, Lu Jiang, Ce Liu, William T Freeman
Conference on Computer Vision and Pattern Recognition (CVPR) 2022
Paper (pdf)
A universal power-law prescription for variability from synthetic images of black hole accretion flows
Boris Georgiev, Dominic W Pesce, Avery E Broderick, George N Wong, Vedant Dhruv, Maciek Wielgus, Charles F Gammie, Chi-kwan Chan, Koushik Chatterjee, Razieh Emami, Yosuke Mizuno, Roman Gold, Christian M Fromm, Angelo Ricarte, Doosoo Yoon, Abhishek V Joshi, Ben Prather, Alejandro Cruz-Osorio, Michael D Johnson, Oliver Porth, Héctor Olivares, Ziri Younsi, Luciano Rezzolla, Jesse Vos, Richard Qiu, Antonios Nathanail, Ramesh Narayan, Andrew Chael, Richard Anantua, Monika Moscibrodzka, Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, X
The Astrophysical Journal Letters, 2022
Paper (pdf)
Characterizing and mitigating intraday variability: reconstructing source structure in accreting black holes with mm-VLBI
Avery E Broderick, Roman Gold, Boris Georgiev, Dominic W Pesce, Paul Tiede, Chunchong Ni, Kotaro Moriyama, Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Andrew Chael, Chi-kwan Chan, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Vedant Dhruv, Sheperd S Doeleman, Sean Douga
The Astrophysical Journal Letters, 2022
Paper (pdf)
First Sagittarius A* Event Horizon Telescope results. I. The shadow of the supermassive black hole in the center of the Milky Way
Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Andrew Chael, Chi-kwan Chan, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Vedant Dhruv, Sheperd S Doeleman, Sean Dougal, Sergio A Dzib, Ralph P Eatough, Razieh Emami, Heino Falcke, Joseph Farah, Vincent L F
The Astrophysical Journal Letters, 2022
Paper (pdf)
First Sagittarius A* Event Horizon Telescope results. I. The shadow of the supermassive black hole in the center of the Milky Way
Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Andrew Chael, Chi-kwan Chan, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Vedant Dhruv, Sheperd S Doeleman, Sean Dougal, Sergio A Dzib, Ralph P Eatough, Razieh Emami, Heino Falcke, Joseph Farah, Vincent L F
The Astrophysical Journal Letters, 2022
Paper (pdf)
First Sagittarius A* Event Horizon Telescope results. II. EHT and multiwavelength observations, data processing, and calibration
Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Andrew Chael, Chi-kwan Chan, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Vedant Dhruv, Sheperd S Doeleman, Sean Dougal, Sergio A Dzib, Ralph P Eatough, Razieh Emami, Heino Falcke, Joseph Farah, Vincent L F
The Astrophysical Journal Letters, 2022
Paper (pdf)
First Sagittarius A* event horizon telescope results. III. Imaging of the galactic center supermassive black hole
Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Andrew Chael, Chi-kwan Chan, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Vedant Dhruv, Sheperd S Doeleman, Sean Dougal, Sergio A Dzib, Ralph P Eatough, Razieh Emami, Heino Falcke, Joseph Farah, Vincent L F
The Astrophysical Journal Letters, 2022
Paper (pdf)
First Sagittarius A* Event Horizon Telescope results. IV. Variability, morphology, and black hole mass
Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Andrew Chael, Chi-kwan Chan, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Vedant Dhruv, Sheperd S Doeleman, Sean Dougal, Sergio A Dzib, Ralph P Eatough, Razieh Emami, Heino Falcke, Joseph Farah, Vincent L F
The Astrophysical Journal Letters, 2022
Paper (pdf)
First Sagittarius A* event horizon telescope results. VI. Testing the black hole metric
Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobello, Andrew Chael, Chi-kwan Chan, Koushik Chatterjee, Shami Chatterjee, Ming-Tang Chen, Yongjun Chen, Xiaopeng Cheng, Ilje Cho, Pierre Christian, Nicholas S Conroy, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Vedant Dhruv, Sheperd S Doeleman, Sean Dougal, Sergio A Dzib, Ralph P Eatough, Razieh Emami, Heino Falcke, Joseph Farah, Vincent L F
The Astrophysical Journal Letters, 2022
Paper (pdf)
Millimeter Light Curves of Sagittarius A* Observed during the 2017 Event Horizon Telescope Campaign
Maciek Wielgus, Nicola Marchili, Iván Martí-Vidal, Garrett K Keating, Venkatessh Ramakrishnan, Paul Tiede, Ed Fomalont, Sara Issaoun, Joey Neilsen, Michael A Nowak, Lindy Blackburn, Charles F Gammie, Ciriaco Goddi, Daryl Haggard, Daeyoung Lee, Monika Moscibrodzka, Alexandra J Tetarenko, Geoffrey C Bower, Chi-kwan Chan, Koushik Chatterjee, Paul M Chesler, Jason Dexter, Sheperd S Doeleman, Boris Georgiev, Mark Gurwell, Michael D Johnson, Daniel P Marrone, Alejandro Mus, Dimitrios Psaltis, Bart Ripperda, Gunther Witzel, Kazunori Akiyama, Antxon Alberdi, Walter Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, Rebecca Azulay, Uwe Bach, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Michi Bauböck, Bradford A Benson, Dan Bintley, Raymond Blundell, Wilfred Boland, Katherine L Bouman, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Sandra Bustamante, Do-Young Byun, John E Carlstrom, Chiara Ceccobe
The Astrophysical Journal Letters, 2022
Paper (pdf)
Unsupervised semantic segmentation by distilling feature correspondences
Mark Hamilton, Zhoutong Zhang, Bharath Hariharan, Noah Snavely, William T Freeman
International Conference on Learning Representations (ICLR) 2022
Paper (pdf)
Nerfactor: Neural factorization of shape and reflectance under an unknown illumination
Xiuming Zhang, Pratul P Srinivasan, Boyang Deng, Paul Debevec, William T Freeman, Jonathan T Barron
ACM Transactions on Graphics (TOG), 2021
Paper (pdf)
Light field networks: Neural scene representations with single-evaluation rendering
Vincent Sitzmann, Semon Rezchikov, Bill Freeman, Josh Tenenbaum, Fredo Durand
Advances in Neural Information Processing Systems (NeurIPS) 2021
Paper (pdf)
Explaining in style: Training a gan to explain a classifier in stylespace
Oran Lang, Yossi Gandelsman, Michal Yarom, Yoav Wald, Gal Elidan, Avinatan Hassidim, William T Freeman, Phillip Isola, Amir Globerson, Michal Irani, Inbar Mosseri
International Conference on Computer Vision (ICCV) 2021
Paper (pdf)
Slide: Single image 3d photography with soft layering and depth-aware inpainting
Varun Jampani, Huiwen Chang, Kyle Sargent, Abhishek Kar, Richard Tucker, Michael Krainin, Dominik Kaeser, William T Freeman, David Salesin, Brian Curless, Ce Liu
International Conference on Computer Vision (ICCV) 2021
Paper (pdf)
Thundr: Transformer-based 3d human reconstruction with markers
Mihai Zanfir, Andrei Zanfir, Eduard Gabriel Bazavan, William T Freeman, Rahul Sukthankar, Cristian Sminchisescu
International Conference on Computer Vision (ICCV) 2021
Paper (pdf)
What you can learn by staring at a blank wall
Prafull Sharma, Miika Aittala, Yoav Y Schechner, Antonio Torralba, Gregory W Wornell, William T Freeman, Frédo Durand
International Conference on Computer Vision (ICCV) 2021
Paper (pdf)
Toward Automatic Interpretation of 3D Plots
Laura E Brandt, William T Freeman
Document Analysis and Recognition–ICDAR 2021: 16th International Conference
Paper (pdf)
MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval
Mark Hamilton, Stephanie Fu, Mindren Lu, Johnny Bui, Darius Bopp, Zhenbang Chen, Felix Tran, Margaret Wang, Marina Rogers, Lei Zhang, Chris Hoder, William T Freeman
NeurIPS 2020 Competition and Demonstration Track
Paper (pdf)
Consistent depth of moving objects in video
Zhoutong Zhang, Forrester Cole, Richard Tucker, William T Freeman, Tali Dekel
ACM Transactions on Graphics (TOG), 2021
Paper (pdf)
Quantaichi: a compiler for quantized simulations
Yuanming Hu, Jiafeng Liu, Xuanda Yang, Mingkuan Xu, Ye Kuang, Weiwei Xu, Qiang Dai, William T Freeman, Frédo Durand
ACM Transactions on Graphics (TOG), 2021
Paper (pdf)
Autoflow: Learning a better training set for optical flow
Deqing Sun, Daniel Vlasic, Charles Herrmann, Varun Jampani, Michael Krainin, Huiwen Chang, Ramin Zabih, William T Freeman, Ce Liu
Conference on Computer Vision and Pattern Recognition (CVPR) 2021
Paper (pdf)
Lasr: Learning articulated shape reconstruction from a monocular video
Gengshan Yang, Deqing Sun, Varun Jampani, Daniel Vlasic, Forrester Cole, Huiwen Chang, Deva Ramanan, William T Freeman, Ce Liu
Conference on Computer Vision and Pattern Recognition (CVPR) 2021
Paper (pdf)
Neural Descent for Visual 3D Human Pose and Shape
Andrei Zanfir, Eduard Gabriel Bazavan, Mihai Zanfir, William T Freeman, Rahul Sukthankar, Cristian Sminchisescu
Conference on Computer Vision and Pattern Recognition (CVPR) 2021
Paper (pdf)
Omnimatte: associating objects and their effects in video
Erika Lu, Forrester Cole, Tali Dekel, Andrew Zisserman, William T Freeman, Michael Rubinstein
Conference on Computer Vision and Pattern Recognition (CVPR) 2021
Paper (pdf)
First M87 event horizon telescope results. VII. Polarization of the ring
Kazunori Akiyama, Juan Carlos Algaba, Antxon Alberdi, Walter Alef, Richard Anantua, Keiichi Asada, Rebecca Azulay, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Wilfred Boland, Katherine L Bouman, Geoffrey C Bower, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Do-Young Byun, John E Carlstrom, Andrew Chael, Chi-kwan Chan, Shami Chatterjee, Koushik Chatterjee, Ming-Tang Chen, Yongjun Chen, Paul M Chesler, Ilje Cho, Pierre Christian, John E Conway, James M Cordes, Thomas M Crawford, Geoffrey B Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Sheperd S Doeleman, Ralph P Eatough, Heino Falcke, Joseph Farah, Vincent L Fish, Ed Fomalont, H Alyson Ford, Raquel Fraga-Encinas, William T Freeman, Per Friberg, Christian M Fromm, Antonio Fuentes,
The Astrophysical Journal Letters, 2021
Paper (pdf)
Polarimetric properties of event horizon telescope targets from ALMA
Ciriaco Goddi, Ivan Marti-Vidal, Hugo Messias, Geoffrey C Bower, Avery E Broderick, Jason Dexter, Daniel P Marrone, Monika Moscibrodzka, Hiroshi Nagai, Juan Carlos Algaba, Keiichi Asada, Geoffrey B Crew, José L Gómez, CM Violette Impellizzeri, Michael Janssen, Matthias Kadler, Thomas P Krichbaum, Rocco Lico, Lynn D Matthews, Antonios Nathanail, Angelo Ricarte, Eduardo Ros, Ziri Younsi, Kazunori Akiyama, Antxon Alberdi, Walter Alef, Richard Anantua, Rebecca Azulay, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Bradford A Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Wilfred Boland, Katherine L Bouman, Hope Boyce, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Dominique Broguiere, Thomas Bronzwaer, Do-Young Byun, John E Carlstrom, Andrew Chael, Chi-kwan Chan, Shami Chatterjee, Koushik Chatterjee, Ming-Tang Chen, Yongjun Chen, Paul M Chesler, Ilje Cho, Pierre Christian, John E Conway, James M Cordes, Thomas M Crawford, Alejandro Cruz-Osorio, Yuzhu Cui, Jord
The Astrophysical Journal Letters, 2021
Paper (pdf)
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning
Mark Hamilton, Scott Lundberg, Lei Zhang, Stephanie Fu, William T Freeman
International Conference on Learning Representations (ICLR) 2022
Paper (pdf)
Neural light transport for relighting and view synthesis
Xiuming Zhang, Sean Fanello, Yun-Ta Tsai, Tiancheng Sun, Tianfan Xue, Rohit Pandey, Sergio Orts-Escolano, Philip Davidson, Christoph Rhemann, Paul Debevec, Jonathan T Barron, Ravi Ramamoorthi, William T Freeman
ACM Transactions on Graphics (TOG), 2021
Paper (pdf)
Large-scale intelligent microservices
Mark Hamilton, Nick Gonsalves, Christina Lee, Anand Raman, Brendan Walsh, Siddhartha Prasad, Dalitso Banda, Lucy Zhang, Lei Zhang, William T Freeman
IEEE International Conference on Big Data (Big Data) 2020
Paper (pdf)
Multi-plane program induction with 3d box priors
Yikai Li, Jiayuan Mao, Xiuming Zhang, Bill Freeman, Josh Tenenbaum, Noah Snavely, Jiajun Wu
Advances in Neural Information Processing Systems (NeurIPS) 2020
Paper (pdf)
Two-Dimensional Non-Line-of-Sight Scene Estimation From a Single Edge Occluder
Sheila W Seidel, John Murray-Bruce, Yanting Ma, Christopher Yu, William T Freeman, Vivek K Goyal
IEEE Transactions on Computational Imaging, 2020
Paper (pdf)
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows
Andrei Zanfir, Eduard Gabriel Bazavan, Hongyi Xu, Bill Freeman, Rahul Sukthankar, Cristian Sminchisescu
European Conference on Computer Vision (ECCV), 2020
Paper (pdf)
GHUM & GHUML: Generative 3D Human Shape and Articulated Pose Models
Hongyi Xu, Eduard Gabriel Bazavan, Andrei Zanfir, William T Freeman, Rahul Sukthankar, Cristian Sminchisescu
Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Paper (pdf) :
Project Repo
SpeedNet: Learning the Speediness in Videos
Sagie Benaim, Ariel Ephrat, Oran Lang, Inbar Mosseri, William T Freeman, Michael Rubinstein, Michal Irani, Tali Dekel
Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Paper (pdf)
Perspective Plane Program Induction From a Single Image
Yikai Li, Jiayuan Mao, Xiuming Zhang, William T Freeman, Joshua B Tenenbaum, Jiajun Wu
Computer Vision and Pattern Recognition(CVPR), 2020
Paper (pdf)
Semantic Pyramid for Image Generation
Assaf Shocher, Yossi Gandelsman, Inbar Mosseri, Michal Yarom, Michal Irani, William T Freeman, Tali Dekel
Computer Vision and Pattern Recognition (CVPR), 2020
Paper (pdf) :
Project Page
Layered Neural Rendering for Retiming People in Video
Erika Lu, Forrester Cole, Tali Dekel, Weidi Xie, Andrew Zisserman, David Salesin, William T Freeman, Michael Rubinstein
ACM Transactions on Graphics, 2020
Paper (pdf)
Deep audio priors emerge from harmonic convolutional networks
Zhoutong Zhang, Yunyun Wang, Chuang Gan, Jiajun Wu, Joshua B Tenenbaum, Antonio Torralba, William T Freeman
International Conference on Learning Representations (ICLR) 2020
Paper (pdf)
MannequinChallenge: Learning the Depths of Moving People by Watching Frozen People
Zhengqi Li, Tali Dekel, Forrester Cole, Richard Tucker, Noah Snavely, Ce Liu, William T Freeman
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
Paper (pdf)
Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions
Guha Balakrishnan, Adrian V. Dalca, Amy Zhao, John V. Guttag, Fredo Durand, and William T. Freeman
International Conference on Computer Vision (ICCV) 2019
Paper (pdf)
Boundless: Generative adversarial networks for image extension
Piotr Teterwak, Aaron Sarna, Dilip Krishnan, Aaron Maschinot, David Belanger, Ce Liu, William T Freeman
IEEE International Conference on Computer Vision(ICCV), 2019
Paper (pdf) :
Project Page
Learning shape templates with structured implicit functions
Kyle Genova, Forrester Cole, Daniel Vlasic, Aaron Sarna, William T Freeman, Thomas Funkhouser
IEEE International Conference on Computer Vision(ICCV), 2019
Paper (pdf)
Program-Guided Image Manipulators
Jiayuan Mao, Xiuming Zhang, Yikai Li, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu
IEEE International Conference on Computer Vision (ICCV), 2019
Paper (pdf) :
Project page
Using unknown occluders to recover hidden scenes
Adam B Yedidia, Manel Baradad, Christos Thrampoulidis, William T Freeman, Gregory W Wornell
IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2019
Paper (pdf)
Reasoning about physical interactions with object-centric models
Michael Janner, Sergey Levine, William T Freeman, Joshua B Tenenbaum, Chelsea Finn, Jiajun Wu
International Conference on Learning Representations (ICLR), 2019
Paper (pdf) :
Project Page
Deep Audio Priors Emerge From Harmonic Convolutional Networks
Zhoutong Zhang, Yunyun Wang, Chuang Gan, Jiajun Wu, Joshua B Tenenbaum, Antonio Torralba, William T Freeman
International Conference on Learning Representations (ICLR), 2019
Paper (pdf) :
Project Page
Learning the Depths of Moving People by Watching Frozen People
Zhengqi Li, Tali Dekel, Forrester Cole, Richard Tucker, Noah Snavely, Ce Liu, William T Freeman
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Best Paper Honorable Mention.
Paper (pdf) :
Project page
Speech2Face: Learning the Face Behind a Voice
Tae-Hyun Oh, Tali Dekel, Changil Kim, Inbar Mosseri, William T Freeman, Michael Rubinstein, Wojciech Matusik
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Paper (pdf) :
Project page
Using Unknown Occluders to Recover Hidden Scenes
Adam B Yedidia, Manel Baradad, Christos Thrampoulidis, William T Freeman, Gregory W Wornell
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Paper (pdf)
Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks
Tianfan Xue, Jiajun Wu, Katherine L. Bouman, and William T. Freeman
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2019
Paper (pdf) :
Project page
Corner Occluder Computational Periscopy: Estimating a Hidden Scene from a Single Photograph
Sheila W Seidel, Yanting Ma, John Murray-Bruce, Charles Saunders, William T Freeman, C Yu Christopher, Vivek K Goyal
IEEE International Conference on Computational Photography (ICCP), 2019
First M87 Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole
The Event Horizon Telescope Collaboration
The Astrophysical Journal Letters
Paper (pdf)
First M87 event horizon telescope results. IV. Imaging the central supermassive black hole
Kazunori Akiyama, Antxon Alberdi, Walter Alef, Keiichi Asada, Rebecca Azulay, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Dan Bintley, Lindy Blackburn, Wilfred Boland, Katherine L Bouman, Geoffrey C Bower, Michael Bremer, Christiaan D Brinkerink, Roger Brissenden, Silke Britzen, Avery E Broderick, Dominique Broguiere, Thomas Bronzwaer, Do-Young Byun, John E Carlstrom, Andrew Chael, Chi-kwan Chan, Shami Chatterjee, Koushik Chatterjee, Ming-Tang Chen, Yongjun Chen, Ilje Cho, Pierre Christian, John E Conway, James M Cordes, Geoffrey B Crew, Yuzhu Cui, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Sheperd S Doeleman, Ralph P Eatough, Heino Falcke, Vincent L Fish, Ed Fomalont, Raquel Fraga-Encinas, William T Freeman, Per Friberg, Christian M Fromm, José L Gómez, Peter Galison, Charles F Gammie, Roberto García, Olivier Gentaz, Boris Georgiev, Ciriaco Goddi, Roman Gold, Minfeng Gu, Mark Gurwell, Kazuhiro Hada, Michael H Hecht, Ronald He
The Astrophysical Journal Letters, 2019
Paper (pdf)
Learning to Infer and Execute 3D Shape Programs
Yonglong Tian, Andrew Luo, Xingyuan Sun, Kevin Ellis, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu
International Conference on Learning Representations (ICLR), 2019
Paper (pdf) :
Project page
Reasoning About Physical Interactions with Object-Centric Models
Michael Janner, Sergey Levine, William T. Freeman, Joshua T. Tenenbaum, Chelsea Finn, and Jiajun Wu
International Conference on Learning Representations (ICLR), 2019
Paper (pdf) :
Project page
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba
International Conference on Learning Representations (ICLR), 2019
Paper (pdf) :
Project page
Unsupervised Discovery of Parts, Structure, and Dynamics
Zhenjia Xu, Zhijian Liu, Chen Sun, Kevin Murphy, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu
International Conference on Learning Representations (ICLR), 2019
Paper (pdf) :
Project page
Learning to Describe Scenes with Programs
Yunchao Liu, Zheng Wu, Daniel Ritchie, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu
International Conference on Learning Representations (ICLR), 2019
Paper (pdf)
ChainQueen: A Real-Time Differentiable Physical Simulator for Soft Robotics
Yuanming Hu, Jiancheng Liu, Andrew Spielberg, Joshua B. Tenenbaum, William T. Freeman, Jiajun Wu, Daniela Rus, and Wojciech Matusik
IEEE Conference on Robotics and Automation (ICRA), 2019
Paper (pdf)
Video Enhancement with Task-Oriented Flow
Tianfan Xue, Baian Chen, Jiajun Wu, Donglai Wei, William T Freeman
International Journal of Computer Vision (IJCV), 2019
Paper (pdf) :
Project page
Learning to Reconstruct Shapes from Unseen Classes
Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, William T. Freeman, Joshua B. Tenenbaum, and Jiajun Wu
Neural Information Processing Systems (NeurIPS), 2018. Oral presentation.
Paper (pdf) :
Project page
3D-Aware Scene Manipulation via Inverse Graphics
Shunyu Yao, Tzu-Ming Harry Hsu, Jun-Yan Zhu, Jiajun Wu, Antonio Torralba, William T. Freeman, and Joshua B. Tenenbaum
Neural Information Processing Systems (NeurIPS), 2018
Paper (pdf) :
Project page
Learning to Exploit Stability for 3D Scene Parsing
Yilun Du, Zhijian Liu, Hector Basevi, Ales Leonardis, William T. Freeman, Joshua B. Tenenbaum, and Jiajun Wu
Neural Information Processing Systems (NeurIPS), 2018
Paper (pdf) :
Project page
Visual Object Networks: Image Generation with Disentangled 3D Representations
Jun-Yan Zhu, Zhoutong Zhang, Chengkai Zhang, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum, and William T. Freeman
Neural Information Processing Systems (NeurIPS), 2018
Paper (pdf) :
Project page
ShadowCam: Real-Time Detection of Moving Obstacles Behind A Corner For Autonomous Vehicles
Felix Naser, Igor Gilitschenski, Guy Rosman, Alexander Amini, Fredo Durand, Antonio Torralba, Gregory W Wornell, William T Freeman, Sertac Karaman, Daniela Rus
International Conference on Intelligent Transportation Systems (ITSC), 2018
MoSculp: Interactive Visualization of Shape and Time
Xiuming Zhang, Tali Dekel, Tianfan Xue, Andrew Owens, Qiurui He, Jiajun Wu, Stefanie Mueller, and William T. Freeman
ACM Symposium on User Interface Software and Technology (UIST), 2018
Paper (pdf) :
Project page
3D Shape Perception from Monocular Vision, Touch, and Shape Priors
Shaoxiong Wang, Jiajun Wu, Xingyuan Sun, Wenzhen Yuan, William T. Freeman, Joshua B. Tenenbaum, and Edward H. Adelson
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018
Paper (pdf) :
Project page
Learning Shape Priors for Single-View 3D Completion and Reconstruction
Jiajun Wu, Chengkai Zhang, Xiuming Zhang, Zhoutong Zhang, William T. Freeman, and Joshua B. Tenenbaum
European Conference on Computer Vision (ECCV), 2018
Paper (pdf) :
Project page
Physical Primitive Decomposition
Zhijian Liu, William T. Freeman, Joshua B. Tenenbaum, and Jiajun Wu
European Conference on Computer Vision (ECCV), 2018
Paper (pdf) :
Project page
Learning-based Video Motion Magnification
Tae-Hyun Oh, Ronnachai Jaroensri, Changil Kim, Mohamed Elgharib, Frédo Durand, William T. Freeman, Wojciech Matusik
European Conference on Computer Vision (ECCV), 2018. Oral presentation.
Paper (pdf)
Seeing Tree Structure from Vibration
Tianfan Xue, Jiajun Wu, Zhoutong Zhang, Chengkai Zhang, Joshua B. Tenenbaum, and William T. Freeman
European Conference on Computer Vision (ECCV), 2018
Paper (pdf) :
Project page
Medical Image Imputation from Image Collections
Adrian V Dalca, Katherine L Bouman, William T Freeman, Natalia S Rost, Mert R Sabuncu, Polina Golland
IEEE Transactions on Medical Imaging
Paper (pdf)
Best-buddies similarity—robust template matching using mutual nearest neighbors
Shaul Oron, Tali Dekel, Tianfan Xue, William T Freeman, Shai Avidan
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2018
Paper (pdf)
Unsupervised Training for 3D Morphable Model Regression
Kyle Genova, Forrester Cole, Aaron Maschinot, Aaron Sarna, Daniel Vlasic, William T Freeman
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Paper (pdf)
Inferring Light Fields from Shadows
Manel Baradad, Vickie Ye, Adam B Yedidia, Frédo Durand, William T Freeman, Gregory W Wornell, Antonio Torralba
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. Spotlight presentation.
Paper (pdf)
Learning and Using the Arrow of Time
Donglai Wei, Joseph Lim, Andrew Zisserman, William T Freeman
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Paper (pdf)
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling
Xingyuan Sun, Jiajun Wu, Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, Tianfan Xue, Joshua B. Tenenbaum, and William T. Freeman
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Paper (pdf) :
Project page
Smart, Sparse Contours to Represent and Edit Images
T Dekel, C Gan, D Krishnan, C Liu, WT Freeman
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Paper (pdf)
Exploiting Occlusion in Non-Line-of-Sight Active Imaging
Christos Thrampoulidis, Gal Shulkind, Feihu Xu, William T Freeman, Jeffrey Shapiro, Antonio Torralba, Franco Wong, Gregory Wornell
IEEE Transactions on Computational Imaging, 2018
Paper (pdf)
Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation
Ariel Ephrat, Inbar Mosseri, Oran Lang, Tali Dekel, Kevin Wilson, Avinatan Hassidim, William T Freeman, Michael Rubinstein
Paper (pdf)
Cognitive Load Estimation in the Wild
Lex Fridman, Bryan Reimer, Bruce Mehler, William T Freeman
CHI Conference on Human Factors in Computing Systems, 2018
Paper (pdf)
3D Interpreter Networks for Viewer-Centered Wireframe Modeling
Jiajun Wu, Tianfan Xue, Joseph J Lim, Yuandong Tian, Joshua B Tenenbaum, Antonio Torralba, William T Freeman
International Journal of Computer Vision (IJCV), 2018
Paper (pdf) :
Project page
Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning
Andrew Owens, Jiajun Wu, Josh H McDermott, William T Freeman, Antonio Torralba
Interactional Journal of Computer Vision (IJCV), 2018
Paper (pdf) :
Project page
Reconstructing Video of Time-Varying Sources from Radio Interferometric Measurements
Katherine L Bouman, Michael D Johnson, Adrian V Dalca, Andrew A Chael, Freek Roelofs, Sheperd S Doeleman, William T Freeman
IEEE Transactions on Computational Imaging, 2018
Paper (pdf)
Learning to See Physics via Visual De-animation
Jiajun Wu, Erika Lu, Pushmeet Kohli, William T. Freeman, and Joshua B. Tenenbaum
Neural Information Processing Systems (NIPS), 2017. Spotlight presentation.
Paper (pdf) :
Project page
Shape and Material from Sound
Zhoutong Zhang, Qiujia Li, Zhengjia Huang, Jiajun Wu, Joshua B. Tenenbaum, and William T. Freeman
Neural Information Processing Systems (NIPS), 2017. Spotlight presentation.
Paper (pdf) :
Project page
Marrnet: 3D shape reconstruction via 2.5D sketches
Jiajun Wu, Yifan Wang, Tianfan Xue, Xingyuan Sun, William T Freeman, Joshua B Tenenbaum
Neural Information Processing Systems (NIPS), 2017
Paper (pdf) :
Project page
Turning Corners into Cameras: Principles and Methods
Katherine L Bouman, Vickie Ye, Adam B Yedidia, Frédo Durand, Gregory W Wornell, Antonio Torralba, William T Freeman
International Conference on Computer Vision (ICCV), 2017
Paper (pdf) :
Project page
Generative modeling of audible shapes for object perception
Zhoutong Zhang, Jiajun Wu, Qiujia Li, Zhengjia Huang, James Traer, Josh H McDermott, Joshua B Tenenbaum, William T Freeman
International Conference on Computer Vision (ICCV), 2017
Paper (pdf) :
Project page
Motion microscopy for visualizing and quantifying small motions
Neal Wadhwa, Justin G Chen, Jonathan B Sellon, Donglai Wei, Michael Rubinstein, Roozbeh Ghaffari, Dennis M Freeman, Oral Büyüköztürk, Pai Wang, Sijie Sun, Sung Hoon Kang, Katia Bertoldi, Frédo Durand, William T Freeman
Proceedings of the National Academy of Sciences (PNAS), 2017
Paper (pdf) :
Project page
Guest Editorial Special Issue on Extreme Imaging
WT Freeman, A Savakis, Y Schechner, N Snavely, W Heidrich
IEEE Transactions on Computational Imaging 3 (3), 382-383
Paper (pdf)
3DTV at home: eulerian-lagrangian stereo-to-multiview conversion
Petr Kellnhofer, Piotr Didyk, Szu-Po Wang, Pitchaya Sitthi-Amorn, William Freeman, Fredo Durand, Wojciech Matusik
ACM Transactions on Graphics (TOG) 36 (4), 146 (SIGGRAPH) July, 2017
Paper (pdf) :
Project page
Synthesizing normalized faces from facial identity features
Forrester Cole, David Belanger, Dilip Krishnan, Aaron Sarna, Inbar Mosseri, William T Freeman
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Paper (pdf) :
synced review
On the Effectiveness of Visible Watermarks
T Dekel, M Rubinstein, C Liu, WT Freeman
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Paper (pdf) :
Google Research blog post
Population based image imputation
Adrian V Dalca, Katherine L Bouman, William T Freeman, Natalia S Rost, Mert R Sabuncu, Polina Golland
International Conference on Information Processing in Medical Imaging (IPMI), 2017. Best Poster Award.
Paper (pdf)
Eulerian Video Magnification and Analysis
Neal Wadhwa, Hao-Yu Wu, Abe Davis, Michael Rubinstein, Eugene Shih, Gautham J. Mysore, Justin G. Chen, Oral Buyukozturk, John V. Guttag, William T. Freeman, Frédo Durand
Communications of the ACM, Vol. 60 No. 1, Pages 87-95, January 2017
Paper (pdf)
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling
Jiajun Wu, Chengkai Zhang, Tianfan Xue, William T. Freeman, Joshua B. Tenenbaum
Neural Information Processing Systems (NIPS), 2016
Paper (pdf) :
Project page
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks
Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman
Neural Information Processing Systems (NIPS), 2016. Oral presentation.
Paper (pdf) :
Project page
Video Camera–Based Vibration Measurement for Civil Infrastructure Applications
Justin G Chen, Abe Davis, Neal Wadhwa, Frédo Durand, William T Freeman, Oral Büyüköztürk
Journal of Infrastructure Systems, Vol 3 (2)
Paper (pdf)
Interactive Visualization of Spatially Amplified GNSS Time‐Series Position Fields
Brendan J Meade, William T Freeman, James Wilson, Fernanda Viegas, Martin Wattenberg
Seismological Research Letters, Vol 88(1), pp 126-130, 2016
Paper (pdf)
Observing—and imaging—active galactic nuclei with the Event Horizon Telescope
Vincent L Fish, Kazunori Akiyama, Katherine L Bouman, Andrew A Chael, Michael D Johnson, Sheperd S Doeleman, Lindy Blackburn, John FC Wardle, William T Freeman, Event Horizon Telescope Collaboration
Galaxies 4(4) p. 54, 2016
Paper (pdf)
Ambient Sound Provides Supervision for Visual Learning
Andrew Owens, Jiajun Wu, Josh McDermott, William Freeman, Antonio Torralba.
European Conference on Computer Vision (ECCV), 2016. Oral presentation.
Paper (pdf) :
Project page
Single Image 3D Interpreter Network
Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman
European Conference on Computer Vision (ECCV), 2016. Oral presentation.
Paper (pdf) :
Project page
Physics 101: Learning Physical Object Properties from Unlabeled Videos
Jiajun Wu, Joseph J. Lim, Hongyi Zhang, Joshua B. Tenenbaum, and William T. Freeman
British Machine Vision Conference (BMVC), 2016.
Paper (pdf) :
Project page
A Comparative Evaluation of Approximate Probabilistic Simulation and Deep Neural Networks as Accounts of Human Physical Scene Understanding
Renqiao Zhang, Jiajun Wu, Chengkai Zhang, William T Freeman, Joshua B Tenenbaum
Annual Meeting of the Cognitive Science Society (CogSci), 2016. Oral presentation.
Paper (pdf) :
Project page
Visually Indicated Sounds
A Owens, P Isola, J McDermott, A Torralba, EH Adelson, WT Freeman
Computer Vision and Pattern Recognition (CVPR) 2016
Paper (pdf) :
project page
Computational Imaging for VLBI Image Reconstruction
Katherine L. Bouman, MD Johnson, Daniel Zoran, Vincent L. Fish, Sheperd S. Doeleman, William T. Freeman
Computer Vision and Pattern Recognition (CVPR) 2016
Paper (pdf) :
VLBI reconstruction dataset
Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning
Jiajun Wu, Ilker Yildirim, Joseph J. Lim, William T. Freeman, Joshua B. Tenenbaum
Neural Information Processing Systems, 127-135 (NIPS), 2015
Paper (pdf) :
Project page
Deviation magnification: revealing departures from ideal geometries
Neal Wadhwa, Tali Dekel, Donglai Wei, Fredo Durand, William T. Freeman
ACM Transactions on Graphics (TOG) 34 (6), 226 (SIGGRAPH Asia), 2015
Paper (pdf) :
project page
Revealing and modifying non-local variations in a single image
Tali Dekel, Tomer Michaeli, Michal Irani, William T. Freeman
ACM Transactions on Graphics (TOG) 34 (6), 227 (SIGGRAPH Asia), 2015
Paper (pdf) :
Project page
A computational approach for obstruction-free photography
Tianfan Xue, Michael Rubinstein, Ce Liu, William T. Freeman
ACM Transactions on Graphics (TOG) 34 (4), (SIGGRAPH), 2015
Paper (pdf)
Modal identification of simple structures with high-speed video using motion magnification
Justin G Chen, Neal Wadhwa, YJ Cha, Fredo Durand, William T Freeman, Oral Buyukozturk
Journal of Sound and Vibration vol 345, pages 58-71, 2015
Paper (pdf)
Best-Buddies Similarity for Robust Template Matching
Tali Dekel, Shaul Oron, Michael Rubinstein, Shai Avidan, William T. Freeman
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
Paper (pdf)
Reflection Removal using Ghosting Cues
YiChang Shih, Dilip Krishnan, Fredo Durand, William T. Freeman
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
Paper (pdf)
The Aperture Problem for Refractive Motion
Tianfan Xue, Hossein Mobahi, Fredo Durand, William T. Freeman
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
Paper (pdf)
Video Magnification in Presence of Large Motions
Mohamed Elgharib, Mohamed Hefeeda, Fredo Durand, William T. Freeman
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
Paper (pdf)
Visual Vibrometry: Estimating Material Properties from Small Motions in Video
Abe Davis, Katherine L. Bouman, Justin G. Chen, Michael Rubinstein, Fredo Durand, William T. Freeman
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
Paper (pdf)
Developments with Motion Magnification for Structural Modal Identification Through Camera Video
Justin G Chen, Neal Wadhwa, Fredo Durand, William T Freeman, Oral Buyukozturk
Dynamics of Civil Structures, Volume 2, pages 49-57, 2015
Paper (pdf)
A World of Movement
Fredo Durand, William T. Freeman, Michael Rubinstein
Scientific American, Volume 312, Number 1, January 2015
Paper (pdf) :
videos
Refraction Wiggles for Measuring Fluid Depth and Velocity from Video
Tianfan Xue, Michael Rubinstein , Neal Wadhwa , Anat Levin, Frédo Durand, William T. Freeman
European Conference on Computer Vision (ECCV), 2014
Paper (pdf) :
Project page
Style Transfer for Headshot Portraits
YiChang Shih, Sylvain Paris, Connelly Barnes, William T. Freeman, Frédo Durand
ACM Transactions on Graphics (SIGGRAPH), 2014
Paper (pdf) :
Project page
Camouflaging an Object from Many Viewpoints
Andrew Owens, Connelly Barnes, Alex Flint, Hanumant Singh, William T. Freeman
IEEE Computer Vision and Pattern Recognition (CVPR), 2014
Paper (pdf) :
Project page
Seeing the Arrow of Time
Lyndsey Pickup, Zheng Pan, Donglai Wei, Yichang Shih, Andrew Zisserman, William T. Freeman, Bernhard Schoelkopf
IEEE Computer Vision and Pattern Recognition (CVPR), 2014
Paper (pdf) :
Project page (and data)
A Compositional Model for Low-Dimensional Image Set Representation
Hossein Mobahi, Ce Liu, and William T. Freeman
IEEE Computer Vision and Pattern Recognition (CVPR), 2014
Paper (pdf)
Rethinking color cameras
Ayan Chakrabarti, William T. Freeman, Todd Zickler
IEEE International Conference on Computational Photography (ICCP), 2014.
Paper (pdf) :
Project web page
Accidental Pinhole and Pinspeck Cameras
Antonio Torralba and William T. Freeman
International Journal of Computer Vision
Paper (pdf) :
Project page
Riesz Pyramids for Fast Phase-Based Video Magnification
Neal Wadhwa, Michael Rubinstein, Frédo Durand, William T. Freeman
International Conference on Computational Photography (ICCP), 2014.
Paper (pdf) :
Project page
Structural modal identification through high speed camera video
Justin G Chen, Neal Wadhwa, Young-Jin Cha, Frédo Durand, William T. Freeman, Oral Buyukozturk
Topics in Modal Analysis I, Volume 7, pages 191-197, Springer International Publishing, 2014.
Paper (pdf)
Fabricating BRDFs at High Spatial Resolution Using Wave Optics
A. Levin, D. Glasner, Y. Xiong, F. Durand, W. Freeman, W. Matusik, T. Zickler
ACM Transactions on Graphics, Volume 32, Number 4 (Proc. SIGGRAPH) 2013
Paper (pdf) :
Project website
Phase-based Video Motion Processing
Neal Wadhwa, Michael Rubinstein, Fredo Durand, William T. Freeman
ACM Transactions on Graphics, Volume 32, Number 4 (Proc. SIGGRAPH) 2013
Paper (pdf) :
Project website
Estimating the Material Properties of Fabric from Video
Katherine L. Bouman, Bei Xiao, Peter Battaglia, William T. Freeman
2013 IEEE International Conference on Computer Vision (ICCV)
Paper (pdf) :
Project page
Group Norm for Learning Structured SVMs with Unstructured Latent Variables
Daowen Chen, Dhruv Batra, William T. Freeman
2013 IEEE International Conference on Computer Vision (ICCV)
Paper (pdf)
Shape Anchors for Data-Driven Multi-view Reconstruction
Andrew Owens, Jianxiong Xiao, Antonio Torralba, William Freeman
International Conference on Computer Vision (ICCV), 2013
Paper (pdf) :
Project page
Data-driven Hallucination of Different Times of Day from a Single Outdoor Photo
YiChang Shih, Sylvain Paris, Frédo Durand, William T. Freeman
ACM Transactions on Graphics (SIGGRAPH Asia) 2013
Paper (pdf) :
project page : video demo
How To Do Research
(Informal note written for new graduate students), March 6, 2013
Paper (pdf)
Eulerian Video Magnification for Revealing Subtle Changes in the World
Hao-Yu Wu, Michael Rubinstein, Eugene Shih, John Guttag, Fredo Durand, William T. Freeman
ACM Transactions on Graphics, Volume 31, Number 4 (Proc. SIGGRAPH) 2012
Paper (pdf) :
Project website
Towards Longer Long-Range Motion Trajectories
Michael Rubinstein, Ce Liu, William T. Freeman
British Machine Vision Conference (BMVC) 2012
Paper (pdf)
Annotation Propagation in Large Image Databases via Dense Image Correspondence
Michael Rubinstein, Ce Liu, William T. Freeman
European Conference on Computer Vision (ECCV), October 2012
Paper (pdf)
Patch Complexity, Finite Pixel Correlations and Optimal Denoising
Anat Levin, Boaz Nadler, Fredo Durand, William T. Freeman
European Conference on Computer Vision (ECCV), October 2012
Paper (pdf)
Shapecollage: Occlusion-Aware, Example-Based Shape Interpretation
Forrester Cole, Phillip Isola, William T. Freeman, Fredo Durand, Edward Adelson
European Conference on Computer Vision (ECCV), October 2012
Paper (pdf) :
Project website
Exploiting compositionality to explore a large space of model structures
Roger B. Grosse, Ruslan Salakhutdinov, William T. Freeman, and Joshua B. Tenenbaum
Conf. on Uncertainty in Artificial Intelligence (UAI), August 2012
Paper (pdf)
Accidental pinhole and pinspeck cameras: revealing the scene outside the picture
Antonio Torralba and William T. Freeman
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2012
Paper (pdf) :
Project website
Laser Speckle Photography for Surface Tampering Detection
YiChang Shih, Abe Davis, Sam Hasinoff, Fredo Durand, William T. Freeman
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2012
Paper (pdf) :
Project website
CG2Real: Improving the Realism of Computer Generated Images using a Large Collection of Photographs
Micah K. Johnson, Kevin Dale, Shai Avidan, Hanspeter Pfister, William T. Freeman, Wojciech Matusik
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG) 2011
Paper (pdf) :
Project website
Diffuse Reflectance Imaging with Astronomical Applications
Sam Hasinoff, Anat Levin, Philip Goode and William T. Freeman
IEEE Intl. Conf. on Computer Vision (ICCV), 2011
Paper (pdf) :
Project website
Evaluation of Image Features Using a Photorealistic Virtual World
Biliana Kaneva, Antonio Torralba, William Freeman
IEEE Intl. Conf. on Computer Vision (ICCV), 2011
Paper (pdf) :
Project website : Video
A Perfect Match (technical perspective)
Communications of the ACM, November, 2011, vol. 54, no. 11
Paper (pdf)
Blur Kernel Estimation Using the Radon Transform
Taeg Sang Cho, Sylvain Paris, William Freeman, Berthold Horn
Proc. 23rd IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011
Paper (pdf)
Efficient Marginal Likelihood Optimization in Blind Deconvolution
A. Levin, Y. Weiss, F. Durand, and W. T. Freeman
IEEE Conf. on Computer Vision and Pattern Recognition, June 2011
Paper (pdf)
Motion Denoising with Application to Time-lapse Photography
Michael Rubinstein, Ce Liu, Peter Sand, Fredo Durand, William Freeman
Proc. 23rd IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011
Paper (pdf) :
Project website
Where computer vision needs help from computer science
ACM-SIAM Symposium on Discrete Algorithms, January, 2011
Paper (pdf)
Infinite Images: Creating and Exploring a Large Photorealistic Virtual Space
Biliana Kaneva, Josef Sivic, Antonio Torralba, Shai Avidan and William T. Freeman
Proceedings of the IEEE, volume 98, issue 8, pages 1391 - 1407, 2010
Paper (pdf) :
Project website
Matching and Predicting Street Level Images
Biliana Kaneva, Josef Sivic, Antonio Torralba, Shai Avidan and William T. Freeman
Workshop for Vision on Cognitive Tasks, European Conf. on Computer Vision (ECCV) 2010
Paper (pdf)
Motion blur removal with orthogonal parabolic exposures
Taeg Sang Cho, Anat Levin, Fredo Durand, and William T. Freeman
IEEE Intl. Conf. on Computational Photography (ICCP), 2010
Paper (pdf) :
Project website
Search-and-Replace Editing for Personal Photo Collections
Samuel W. Hasinoff, Martyna Jozwiak, Fredo Durand, and William T. Freeman
IEEE Intl. Conf. on Computational Photography (ICCP), 2010
Paper (pdf) :
Project website
Nonparametric Belief Propagation
Erik B. Sudderth, Alexander T. Ihler, Michael Isard, William T. Freeman, and Alan S. Willsky
Communications of the ACM, October, 2010
Paper (pdf)
The Patch Transform
T. S. Cho, S. Avidan, and W. T. Freeman
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 32, issue 8, pages 1489 - 1501, August, 2010
Paper (pdf)
A Content-Aware Image Prior
T. S. Cho, N. Joshi, C. L. Zitnick, S. B. Kang, R. Szeliski and W. T. Freeman
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2010
Paper (pdf) :
Project website
A Probabilistic Image Jigsaw Puzzle Solver
T. S. Cho, S. Avidan and W. T. Freeman
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2010
Paper (pdf) :
Project website
Analyzing Spatially-varying Blur
A. Chakrabarti, Todd Zickler and William T. Freeman
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2010
Paper (pdf) :
Source code
Latent Hierarchical Structural Learning for Object Detection
L. Zhu, Y. Chen, A. Torralba, A. Yuille and W. T. Freeman
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2010
Paper (pdf)
Noise-Optimal Capture for High Dynamic Range Photography
Samuel W. Hasinoff, Fredo Durand, and William T. Freeman
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2010
Paper (pdf) :
Project website
Part and Appearance Sharing: Recursive Compositional Models for Multi-View Multi-Object Detection
L. Zhu, Y. Chen, A. Torralba, W. T. Freeman, and A. Yuille
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2010
Paper (pdf)
Using the Forest to See the Trees: Exploiting Context for Visual Object Detection and Localization
Antonio Torralba, Kevin Murphy and William T. Freeman
Communications of the ACM, March 2010, Vol. 53, No. 3
Paper (pdf)
Ground-truth dataset and baseline evaluations for intrinsic image algorithms
R. Grosse, M.K. Johnson, E.H. Adelson, and W.T. Freeman
International Conference on Computer Vision, 2009
Paper (pdf) :
Project website
Nonparametric Bayesian Texture Learning and Synthesis
Long Zhu, Yuanhao Chen, William Freeman, Antonio Torralba
Neural Information Processing Systems (NIPS) 2009
Paper (pdf)
Segmenting Scenes by Matching Image Composites
B. C. Russell, A. A. Efros, J. Sivic, W. T. Freeman, and A. Zisserman
Neural Information Processing Systems (NIPS) 2009
Paper (pdf)
Time-constrained Photography
S. W. Hasinoff, K. N. Kutulakos, F. Durand and W. T. Freeman
Proc. 12th IEEE International Conference on Computer Vision (ICCV 2009, oral presentation)
Software
Informative Sensing of Natural Images
Hyun Sung Chang, Yair Weiss, William T. Freeman
IEEE Int. Conf. Image Processing, Egypt, Nov. 2009
Paper (pdf)
4D Frequency Analysis of Computational Cameras for Depth of Field Extension
Anat Levin, S. Hasinoff, P. Green, F. Durand, W. T. Freeman
SIGGRAPH, ACM Transactions on Graphics, Aug 2009
Paper (pdf) :
Project website
Understanding and evaluating blind deconvolution algorithms
A. Levin, Y. Weiss, F. Durand, and W. T. Freeman
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2009
Best paper award runner up
Paper (pdf)
LabelMe: a Database and Web-based Tool for Image Annotation
B. C. Russell, A. Torralba, K. P. Murphy, and W. T. Freeman
International Journal of Computer Vision, 77(1-3):157-173, 2008
Paper (pdf) :
Project website
SIFT Flow: Dense Correspondence across Different Scenes
C. Liu, J. Yuen, A. Torralba, J. Sivic, W. T. Freeman
European Conference on Computer Vision, ECCV 2008
Paper (pdf)
Understanding camera trade-offs through a Bayesian analysis of light field projections
A. Levin, W. T. Freeman, and F. Durand
European Conference on Computer Vision, ECCV 2008
Paper (pdf) :
Longer technical report
80 million tiny images: a large dataset for non-parametric object and scene recognition
A. Torralba, R. Fergus, and W. T. Freeman
IEEE Transactions on Pattern Analysis and Machine Intelligence., Volume 30 , Issue 11 (November 2008), Pages: 1958-1970
Paper (pdf) :
Project website
Motion-Invariant Photography
A. Levin, P. Sand, T. S. Cho, F. Durand, W. T. Freeman
ACM Transactions on Graphics, 27(3), (Proc. SIGGRAPH), August, 2008
Paper (pdf) :
Project website
Creating and exploring a large photorealistic virtual space
J. Sivic, B. Kaneva, A. Torralba, S. Avidan and W. T. Freeman
First IEEE Workshop on Internet Vision, associated with CVPR 2008
Paper (pdf)
Human-assisted motion annotation
C. Liu, W. T. Freeman, E. H. Adelson and Y. Weiss
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008
Paper (pdf) :
Project website
The patch transform and its applications to image editing
Taeg Sang Cho, Moshe Butman, Shai Avidan, William T. Freeman
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008
Best Poster Award, CVPR 2008
Paper (pdf) :
Project website
Unsupervised Discovery of Visual Object Class Hierarchies
J. Sivic, B. C. Russell, A. Zisserman, W. T. Freeman, and A. A. Efros
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008
Paper (pdf)
Describing visual scenes using transformed objects and parts
E. Sudderth, A. Torralba, W. T. Freeman, and A. Willsky
International Journal of Computer Vision, 77, May 2008
Paper (pdf)
Signal and Image Processing with Belief Propagation
E. Sudderth and W. T. Freeman
DSP Application Column, IEEE Signal Processing Magazine, Mar. 2008
Paper (pdf)
Automatic estimation and removal of noise from a single image
C. Liu, R. Szeliski, S. B. Kang, C. L. Zitnick, and W. T. Freeman
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol 30, No. 2, pp. 299-314, Feb., 2008
Paper (pdf)
A reliable skin mole localization scheme
Taeg Sang Cho, William T. Freeman, Hensin Tsao
2007 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA), in conjunction with 2007 ICCV
Paper (pdf)
Image and depth from a conventional camera with a coded aperture
A. Levin, R. Fergus, F. Durand, and W. T. Freeman
ACM Trans. On Graphics (Proc. SIGGRAPH) 2007
Paper (pdf) :
Project website
Learning Compressed Sensing
Yair Weiss, Hyun Sung Chang and William T. Freeman
45th Allerton Conference on Communication, Control, and Computing, 2007
Paper (pdf)
Object Recognition by Scene Alignment
B. C. Russell, A. Torralba, C. Liu, R. Fergus, W. T. Freeman
Advances in Neural Information Processing Systems (NIPS), 2007
Paper (pdf)
Face Hallucination: theory and practice
C. Liu, H. Y. Shum and W. T. Freeman
International Journal of Computer Vision, Vol. 75, no. 1, pp. 115-134, October, 2007
Paper (pdf) :
Project website
Learning Gaussian Conditional Random Fields for Low-Level Vision
M. F. Tappen, C. Liu, W. T. Freeman, and E. H. Adelson
IEEE Computer Vision and Pattern Recognition (CVPR) 2007
Paper (pdf)
What makes a good model of natural images?
Y. Weiss and W. T. Freeman
IEEE Computer Vision and Pattern Recognition (CVPR) 2007
Paper (pdf)
Sharing visual features for multiclass and multiview object detection
A. Torralba, K. P. Murphy, and W. T. Freeman
IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 29, no. 5, pp. 854-869, May, 2007
Paper (pdf)
Exploring defocus matting: non-parametric acceleration, super-resolution, and off-center matting
N. Joshi, W. Matusik, S. Avidan, H. Pfister, and W. T. Freeman
IEEE Computer Graphics and Applications, special issue on Computational Photography, March, 2007
Paper (pdf) :
Project website
Random Lens Imaging
Rob Fergus, Antonio Torralba and William T. Freeman
MIT CSAIL Technical Report 2006-058, 2006
Paper (pdf)
Removing camera shake from a single image
R. Fergus, B. Singh, A. Hertzmann, S. Roweis, and W. T. Freeman
Paper (pdf) :
Project website
Analysis of contour motions
C. Liu, W. T. Freeman and E. H. Adelson
Advances in Neural Information Processing Systems (NIPS 2006)
Received Outstanding Student Paper Award
Paper (pdf)
Bayesian model of human color constancy
D. H. Brainard, P. Longere, P. B. Delahunt, W. T. Freeman, J. M. Kraft, and B. Xiao
Journal of Vision, 6, 1267-1281, doi:10.1167/6.11.10. 2006
Paper (pdf)
Depth from familiar objects: a hierarchical model for 3d scenes
E. Sudderth, A. Torralba, W. T. Freeman, and A. Willsky
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) New York, NY, June, 2006
Paper (pdf)
Estimating Intrinsic Component Images using Non-Linear Regression
M. Tappen, E. Adelson, and W. T. Freeman
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) New York, NY, June, 2006
Paper (pdf)
Noise estimation from a single image
C. Liu, W. T. Freeman, R. Szeliski, and S. B. Kang
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) New York, NY, June, 2006
Paper (pdf)
Using multiple segmentations to discover objects and their extent in image collections
B. C. Russell, , A. Efros, J. Sivic, W. T. Freeman, and A. Zisserman
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) New York, NY, June, 2006
Object detection and localization using local and global features
K. Murphy, A. Torralba, D. Eaton, W. T. Freeman
Lecture Notes in Computer Science (unrefeered). Sicily workshop on object recognition, 2005
Paper (pdf)
Shared features for multiclass object detection
A. Torralba, K. Murphy, W. T. Freeman
Towards Category-Level Object Recognition. Springer Lecture Notes in Computer Science (invited submission). 2005
Paper (pdf)
Describing Visual Scenes using Transformed Dirichlet
E. Sudderth, A. Torralba, W. Freeman, and A. Willsky
Neural Information Processing Systems (NIPS), Vancouver, B.C., Dec. 2005
An Ensemble Prior of Image Structure for Cross-modal Inference
S. Ravela, A. Torralba, W. T. Freeman
International Conference on Computer Vision (ICCV), Beijing, China, vol. 1, pp. 871-876, Oct. 2005
Paper (pdf)
Discovering Objects and their Location in Images
J. Sivic, B. Russell, A. A. Efros, A. Zisserman, W. T. Freeman
International Conference on Computer Vision (ICCV), Beijing, China, Oct. 2005
Paper (pdf)
Learning Hierarchical Models of Scenes, Objects, and Parts
E. Sudderth, A. Torralba, W. Freeman, and A. Willsky
International Conference on Computer Vision (ICCV), Beijing, China, Oct. 2005
Paper (pdf)
LabelMe: a database and web-based tool for image annotation
B. Russell, A. Torralba, K. Murphy, W. T. Freeman
MIT AI Lab Memo AIM-2005-025, September, 2005
Paper (pdf)
Recovering Intrinsic Images from a Single Image
M. F. Tappen, W. T. Freeman, and E. H. Adelson
IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 27, Issue 9, September 2005, Pages 1459 – 1472
Paper (pdf)
Constructing Free Energy Approximations and Generalized Belief Propagation Algorithms
J. S. Yedidia, W. T. Freeman, and Y. Weiss
IEEE Transactions on Information Theory, ISSN; 0018-9448, Vol. 51, Issue 7, pp. 2282-2312, July 2005
Paper (pdf)
Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation
Propagation E. Sudderth, M. Mandel, W. Freeman, and A. Willsky
Neural Information Processing Systems (NIPS) 2004
Paper (pdf)
Efficient multiscale sampling from products of Gaussian mixtures
A. T. Ihler, E. B. Sudderth, W. T. Freeman, and A. S. Willsky
Advances in Neural Information Processing Systems 16 (NIPS), Vancouver, BC, MIT Press, 2004
Project website
Using the forest to see the trees: a graphical model relating features, objects, and scenes
K. Murphy, A. Torralba, and W. T. Freeman
Advances in Neural Information Processing Systems 16 (NIPS), Vancouver, BC, MIT Press, 2004
Paper (pdf)
Contextual Models for Object Detection Using Boosted Random Fields
Antonio Torralba, Kevin P. Murphy, William T. Freeman
Neural Information Processing Systems (NIPS), Vancouver, B.C., Dec. 2004
Paper (pdf)
Single-frame Text Super-resolution: A Bayesian Approach
G. Dalley, W. T. Freeman, and J. Marks
International Conference on Image Processing (ICIP), Oct. 2004
Paper (pdf)
Efficient graphical models for processing images
M. F. Tappen, B. C. Russell, and W. T. Freeman
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) Washington, DC, 2004
Paper (pdf)
Sharing visual features for multiclass and multiview object detection
A. Torralba, K. P. Murphy, and W. T. Freeman
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) Washington, DC, 2004; MIT CSAIL technical report
Paper (pdf)
Visual Hand Tracking Using Nonparametric Belief Propagation
E. Sudderth, M. Mandel, W. Freeman, and A. Willsky
Workshop on Generative Model Based Vision, CVPR, June 2004
Project website
Comparison of graph cuts with belief propagation for stereo, using identical MRF parameters
M. F. Tappen and W. T. Freeman
IEEE Intl. Conference on Computer Vision (ICCV), Nice, France, October, 2003
Paper (pdf)
Context-based vision system for place and object recognition
A. Torralba, K. P. Murphy, W. T. Freeman, and M. A. Rubin
IEEE Intl. Conference on Computer Vision (ICCV), Nice, France, October, 2003
Paper (pdf)
Exploiting spatial and spectral image regularities for color constancy
B. Singh, W. T. Freeman, and D. H. Brainard
3rd Intl. Workshop on Statistical and Computational Theories of Vision (associated with Intl. Conf. on Computer Vision), Nice, France, October, 2003
Paper (pdf)
Exploiting the sparse derivative prior for super-resolution and image demosaicing
M. F. Tappen, B. C. Russell, and W. T. Freeman
3rd Intl. Workshop on Statistical and Computational Theories of Vision (associated with Intl. Conf. on Computer Vision), Nice, France, October, 2003
Paper (pdf)
Nonparametric Belief Propagation and Facial Appearance Estimation
E. B. Sudderth, A. T. Ihler, W. T. Freeman and A. S. Willsky
IEEE Computer Vision and Pattern Recognition (CVPR), Madison, WI, June, 2003
Project website
Properties and Applications of Shape Recipes
A. Torralba and W. T. Freeman
IEEE Computer Vision and Pattern Recognition (CVPR), Madison, WI, June, 2003
Paper (pdf)
Shape-Time Photography
W. T Freeman and H. Zhang
IEEE Computer Vision and Pattern Recognition (CVPR), Madison, WI, June, 2003
Paper (pdf)
Learning style translation for the lines of a drawing
W. T. Freeman, J. B. Tenenbaum, E. Pasztor
ACM Transactions on Graphics, January, 2003
Paper (pdf)
Shape-Time Photography
W. T. Freeman and H. Zhang
MIT Artificial Intelligence Lab Memo 2002-002
Paper (pdf)
Shape Recipes: Scene Representations that Refer to the Image
William T. Freeman, Antonio Torralba
Neural Information Processing Systems (NIPS) 2002
Paper (pdf)
Example-based super-resolution
William T. Freeman, Thouis R. Jones, and Egon C. Pasztor
IEEE Computer Graphics and Applications, March/April, 2002.
Test-of-time award given in 2023 from IEEE CG&A.
Paper (pdf) :
Project website
Generalized Belief Propagation
J. Yedidia, W. T. Freeman, and Y. Weiss
Neural Information Processing Systems 13, edited by T. K. Leen, T. G. dietterich, and V. Tresp, pp. 689-695, 2001
Paper (pdf)
Image quilting for texture synthesis and transfer
A. Efros and W. T Freeman
Paper (pdf)
Learning Joint Statistical Models for Audio-Visual Fusion and Segregation
J. W. Fisher, T. Darrell, W. T. Freeman and P. Viola
Advances in Neural Information Processing Systems 13, edited by T. K. Leen, T. G. dietterich, and V. Tresp, pp. 772-778, 2001
Learning local evidence for shading and reflectance
M. Bell and W. T. Freeman
International Conference on Computer Vision, Vancouver, BC, Canada, 2001
Paper (pdf)
Learning Motion Analysis
W. T. Freeman, J. A. Haddon, and E. C. Pasztor
Statistical Theories of the Brain, edited by R. Rao, B. Olshausen, and M. Lewicki, MIT Press, 2001
Paper (pdf)
On the optimality of solutions of the max-product belief propagation algorithm in arbitrary graphs
Y. Weiss and W. T. Freeman
IEEE Trans. Information Theory, Special Issue on Codes on Graphs and Iterative Algorithms, 47(2), pp. 723-735, 2001
Paper (pdf)
Teaching applied computing without programming: a case-based introductory course for general education
Joe Marks, William Freeman, and Henry Leitner
Proceedings of the thirty-second SIGCSE technical symposium on Computer Science Education, Charlotte, North Carolina, 2001
Paper (pdf)
Understanding belief propagation and its generalizations
J. Yedidia, W. T. Freeman and Y. Weiss
International Joint Conference on Artificial Intelligence (IJCAI 2001), Distinguished Papers Track
Paper (pdf)
Bayesian Reconstruction of 3D Human Motion from Single-Camera Video
Nicholas R. Howe, Michael E. Leventon, William T. Freeman
Advances in Neural Information Processing Systems 12, edited by S. A. Solla, T. K. Leen, and K-R Muller, 2000
Paper (pdf)
Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology
Y. Weiss and W. T. Freeman
Advances in Neural Information Processing Systems 12, edited by S. A. Solla, T. K. Leen, and K-R Muller, 2000
Paper (pdf)
Learning Low-Level Vision
W. T. Freeman, E. C. Pasztor, O. T. Carmichael
International Journal of Computer Vision, 40(1), pp. 25-47, 2000
Paper (pdf)
Separating style and content with bilinear models
Joshua B. Tenenbaum, William T. Freeman
Neural Computation 12(6), pp. 1247-1283, 2000
Paper (pdf)
Markov networks for super-resolution
W. T. Freeman and E. C. Pasztor
Proceedings of 34th Annual Conference on Information Sciences and Systems (CISS 2000), Dept. Electrical Engineering, Princeton University, Princeton, NJ 08544-5263, March, 2000
Paper (pdf)
Review of "Biometrics: personal identification in a networked society"
Pattern Analysis and Applications, March, 2000
Paper (pdf)
Learning low-level vision
William T. Freeman, Egon C. Pasztor
Appeared in IEEE International Conference on Computer Vision, Corfu, Greece, 1999
Paper (pdf)
Artificial retina chips as on-chip image processors and gesture-oriented interfaces
H. Kage, W. T. Freeman, Y. Miyake, E. Funatsu, K. Tanaka, K. Kyuma
Optical Engineering, Vol. 38, No. 12, December, 1999
Paper (pdf)
Computer vision for computer interaction
W. T. Freeman, P. Beardsley, H. Kage, K. Tanaka, K. Kyuma, C. Weissman
SIGGRAPH Computer Graphics magazine, November, 1999
Paper (pdf)
An Inexpensive, All Solid-state Video and Data Recorder for Accident Reconstruction
W. S. Yerazunis, D. L. Leigh, W. T. Freeman, R. S. Bardsley
Presented at the 1999 SAE International Congress and Exposition in Detroit, Michigan on March 3, 1999; published as SAE Technical Paper number 1999-10-1299
Paper (pdf)
An example-based approach to style translation for line drawings
W. T. Freeman, J. B. Tenenbaum, E. Pasztor
Tech. Rep. TR99-11, Mitsubishi Electric Research Laboratories, Cambridge, MA, February 1999
Paper (pdf)
Markov networks for low-level vision
William T. Freeman, Egon C. Pasztor
Presented at Workshop on Statistical and Computational Theories of Vision
Paper (pdf)
Learning to estimate scenes from images
William T. Freeman, Egon C. Pasztor
Neural Information Processing Systems, volume 11, 1999
Paper (pdf)
A factorization approach to grouping
P. Perona and W. T. Freeman
Proceedings, European Conference on Computer Vision, 1998
Paper (pdf)
Bayesian model of surface perception
W. T. Freeman and P. A. Viola
Neural Information Processing Systems, volume 10, pp. 787-793, 1998
Paper (pdf)
Bayesian Estimation of 3-D Human Motion
Michael E. Leventon, William T. Freeman
Tech. Rep. TR98-06, Mitsubishi Electric Research Laboratories, Cambridge, MA, July 1998
Paper (pdf)
Computer vision for interactive computer graphics
W. T. Freeman, D. Anderson, P. Beardsley, C. Dodge, H. Kage, K. Kyuma, Y. Miyake, M. Roth, K. Tanaka, C. Weissman, W. Yerazunis
IEEE Computer Graphics and Applications, volume 18, number 3, May-June, pp. 42-53, 1998
Paper (pdf)
Separating Style and Content
J. B. Tenenbaum and W. T. Freeman
Neural Information Processing Systems 9, M. C. Mozer, M. I. Jordan and T. Petsche, Eds., Morgan Kaufmann, San Mateo, CA., 1997
Paper (pdf)
Design Galleries: A General Approach to Setting Parameters for Computer Graphics and Animation
J. Marks, B. Andalman, P. Beardsley, W. Freeman, S. Gibson, J. Hodgins, T. Kang, B. Mirtich, H. Pfister, W. Ruml, K. Ryall, J. Seims, S. Shieber
ACM Computer Graphics, vol. 31, no. 4, (SIGGRAPH '97) August, 1997
Paper (pdf)
Bayesian Color Constancy
D. H. Brainard and W. T. Freeman
Journal of the Optical Society of America, A, 14(7), pp. 1393-1411, July, 1997
Paper (pdf)
Learning bilinear models for two-factor problems in vision
W. T. Freeman and J. B. Tenenbaum
IEEE Conference on Computer Vision and Pattern Recognition (CVPR '97), Puerto Rico, U. S. A., June, 1997
Received Outstanding Paper prize, CVPR '97
Paper (pdf)
Exploiting the generic viewpoint assumption
International Journal Computer Vision, 20 (3), 243-261, 1996
Paper (pdf)
The generic viewpoint assumption in a Bayesian framework
Perception as Bayesian Inference, D. Knill and W. Richards, eds., Cambridge University Press, 365 - 390, 1996
Paper (pdf)
Computer vision for computer games
W. T. Freeman, K. Tanaka, J. Ohta, and K. Kyuma
, 2nd International Conference on Automatic Face and Gesture Recognition, Killington, VT, USA, pp. 100-105
Paper (pdf)
Example-based head tracking
S. Niyogi and W. T. Freeman
2nd International Conference on Automatic Face and Gesture Recognition, Killington, VT, USA.
Paper (pdf)
A gesture controlled human interface using an artificial retina chip
Y. Miyake, W. T. Freeman, J. Ohta, K. Tanaka, and K. Kyuma
IEEE Lasers and Electro-Optics (LEOS '96), July, 1996
Artificial retina chips as image input interfaces for multimedia systems
T. Toyoda, Y. Nitta, E. Funatsu, Y. Miyake, W. Freeman, J. Ohta, and K. Kyuma
Optoelectronics and Communications Conference, OECC'96, Chiba, Japan, July, 1996
The steerable pyramid: a flexible architecture for multi-scale derivative computation
E. P. Simoncelli and W. T. Freeman
2nd Annual IEEE International Conference on Image Processing, Washington, DC. October, 1995
Paper (pdf)
Bayesian decision theory, the maximum local mass estimate, and color constancy
W. T. Freeman and D. H. Brainard
Fifth International Conference on Computer Vision, IEEE Computer Society, Cambridge, MA, U.S.A, June, 1995, pp. 210 - 217
Paper (pdf)
Orientation histograms for hand gesture recognition
W. T. Freeman and M. Roth
International Workshop on Automatic Face- and Gesture- Recognition, IEEE Computer Society, Zurich, Switzerland, June, 1995, pp. 296-301
Paper (pdf)
Television control by hand gestures
W. T. Freeman and C. Weissman
International Workshop on Automatic Face- and Gesture- Recognition, IEEE Computer Society, Zurich, Switzerland, June, 1995, pp. 179-183
Paper (pdf)
Bayesian method for recovering surface and illuminant properties from photosensor responses
D. H. Brainard and W. T. Freeman
Human Vision, Visual Processing and Digital Display V, SPIE Proceedings Series, vol. 2179, 1994
Computer vision for computer graphics
I. Carlbom (course organizer) and W. Freeman, G. Klinker, W. Lorensen, R. Szeliski, D. Terzopoulos, and K. Waters
SIGGRAPH '94 and '95 course notes
Demonstration of an interactive environment for collaboration and learning
C. Rich, R. C. Waters, C. Strohecker, Y. Schabes, W. T. Freeman, M. C. Torrance, A. R. Golding, and M. Roth
IEEE Computer, Vol. 27, No. 12, Dec. 1994
The generic viewpoint assumption in a framework for visual perception
Nature, vol. 368, p. 542 - 545, April 7, 1994
Paper (pdf)
Exploiting the generic view assumption to estimate scene parameters
IEEE International Conference on Computer Vision, Berlin, Germany, 1993
Building and using catalogs of grey-level junctions
E. H. Adelson, P. Sinha, and W. T. Freeman
Proc. 15th European Conference on Visual Perception, Edinburgh, Scotland. August, 1993
Steerable Filters and Local Analysis of Image Structure
Ph.D. Thesis, Massachusetts Institute of Technology, 1992
Paper (pdf)
Shiftable Multi-Scale Transforms
E. P. Simoncelli, W. T. Freeman, E. H. Adelson and D. J. Heeger
IEEE Trans. Information Theory, Special Issue on Wavelets. Vol. 38, No. 2, pp. 587-607, March 1992
Paper (pdf)
The design and use of steerable filters
W. T. Freeman and E. H. Adelson
IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 13, no. 9, pp. 891 - 906, September, 1991
Paper (pdf)
Motion without movement
W. T. Freeman, E. H. Adelson, and D. J. Heeger
ACM Computer Graphics, vol. 25, no. 4, (SIGGRAPH '91), pp. 27 - 30, July, 1991
A neural network for image noise removal
J. G. Chen, Q. Tian, and W. T. Freeman
1st National Conference on Neural Networks and their Applications, Beijing, 1990
Pyramids and multiscale representations
E. H. Adelson, E. P. Simoncelli, and W. T. Freeman
Proc. 13th European Conference on Visual Perception, Paris, 1990
Paper (pdf)
Steerable filters for early vision, image analysis, and wavelet decomposition
W. T. Freeman and E. H. Adelson
IEEE International Conference on Computer Vision, Osaka, Japan, 1990
Applications of neural networks in image processing
W. T. Freeman, J. G. Chen, and Q. Tian
Automation Soc. of China Symp. on Neural Networks, pp. 46 - 55, Beijing, 1989
Steerable filters
W. T. Freeman and E. H. Adelson
OSA Topical Meeting on Image Understanding and Machine Vision, Technical Digest Series Volume 14, June, 1989
Image processing to remove grain from photographs
Society of Photographic Scientists and Engineers 42nd Annual Conference, pp. 457 - 460, May, 1989
Computer Image Processing of STEM Images of Tobacco Mosaic Virus
E. J. Kirkland, W. T. Freeman, M. Ohtsuki, M. S. Isaacson, and B. S. Siegal
Ultramicroscopy 6, 367-76 (1981)
Deep Radio Occultations and 'Evolute Flashes': Their Characteristics and Utility for Planetary Studies
V. R. Eschleman, G. L. Tyler and W. T. Freeman
