PUBLICATIONS

Publications by Theme:

Google Scholar Citations

Computer graphics

  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
  • 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)
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    Project Repo
  • 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)
  • 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)
  • 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)
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    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)
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    Project Page
  • 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)
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    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)
  • 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)
  • 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)
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    Project page
  • 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)
  • 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)
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    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)
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    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)
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    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)
  • 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)
  • A World of Movement
    Fredo Durand, William T. Freeman, Michael Rubinstein
    Scientific American, Volume 312, Number 1, January 2015
    Paper (pdf)
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    videos
  • 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)
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    project page
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    video demo
  • Style Transfer for Headshot Portraits
    YiChang Shih, Sylvain Paris, Connelly Barnes, William T. Freeman, Frédo Durand
    ACM Transactions on Graphics (SIGGRAPH), 2014
    Paper (pdf)
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    Project page
  • The Visual Microphone: Passive Recovery of Sound from Video
    Abe Davis, Michael Rubinstein, Neal Wadhwa, Gautham Mysore, Fredo Durand, William T. Freeman
    ACM Transactions on Graphics, Volume 33, Number 4 (Proc. SIGGRAPH), 2014.
    Paper (pdf)
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    Project web page
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    Wait, Wait Don’t Tell Me segment (starts at minute 3:28)
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    Chinese television (CCTV)
  • 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)
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    Project page
  • 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)
  • 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)
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    Project page
  • 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
  • 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
  • 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
  • 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)
  • 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)
  • 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)
  • Image quilting for texture synthesis and transfer
    A. Efros and W. T Freeman
    SIGGRAPH 2001
    Paper (pdf)
  • Shape-Time Photography
    W. T. Freeman and H. Zhang
    MIT Artificial Intelligence Lab Memo 2002-002
    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
    IEEE Computer Vision and Pattern Recognition (CVPR), Madison, WI, June, 2003
    Paper (pdf)
  • Motion Magnification
    Ce Liu, Antonio Torralba, William Freeman, Fredo Durand, and Edward Adelson
    SIGGRAPH 2005
    Paper (pdf)
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    Project website
  • 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)
  • Removing camera shake from a single image
    R. Fergus, B. Singh, A. Hertzmann, S. Roweis, and W. T. Freeman
    SIGGRAPH 2006
    Paper (pdf)
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    Project website
  • 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)
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    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)
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    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)
  • 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)
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    Project website
  • 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)
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    Project website
  • 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)
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    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)
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    Project website
  • 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)
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    Project website
  • A Perfect Match (technical perspective)
    William T. Freeman
    Communications of the ACM, November, 2011, vol. 54, no. 11
    Paper (pdf)
  • 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)
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    Project website
  • 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)
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    Project website