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Wojciech Matusik

MIT CSAIL

DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact


Jun 09, 2021
Yifei Li, Tao Du, Kui Wu, Jie Xu, Wojciech Matusik


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Polygrammar: Grammar for Digital Polymer Representation and Generation


May 05, 2021
Minghao Guo, Wan Shou, Liane Makatura, Timothy Erps, Michael Foshey, Wojciech Matusik


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AutoOED: Automated Optimal Experiment Design Platform


Apr 13, 2021
Yunsheng Tian, Mina Konaković Luković, Timothy Erps, Michael Foshey, Wojciech Matusik


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DiffAqua: A Differentiable Computational Design Pipeline for Soft Underwater Swimmers with Shape Interpolation


Apr 02, 2021
Pingchuan Ma, Tao Du, John Z. Zhang, Kui Wu, Andrew Spielberg, Robert K. Katzschmann, Wojciech Matusik


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PhotoApp: Photorealistic Appearance Editing of Head Portraits


Mar 13, 2021
Mallikarjun B R, Ayush Tewari, Abdallah Dib, Tim Weyrich, Bernd Bickel, Hans-Peter Seidel, Hanspeter Pfister, Wojciech Matusik, Louis Chevallier, Mohamed Elgharib, Christian Theobalt

* http://gvv.mpi-inf.mpg.de/projects/PhotoApp/ 

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DiffPD: Differentiable Projective Dynamics with Contact


Jan 15, 2021
Tao Du, Kui Wu, Pingchuan Ma, Sebastien Wah, Andrew Spielberg, Daniela Rus, Wojciech Matusik


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Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Reconstruction


Oct 05, 2020
Karl D. D. Willis, Yewen Pu, Jieliang Luo, Hang Chu, Tao Du, Joseph G. Lambourne, Armando Solar-Lezama, Wojciech Matusik


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Monocular Reconstruction of Neural Face Reflectance Fields


Aug 24, 2020
Mallikarjun B R., Ayush Tewari, Tae-Hyun Oh, Tim Weyrich, Bernd Bickel, Hans-Peter Seidel, Hanspeter Pfister, Wojciech Matusik, Mohamed Elgharib, Christian Theobalt

* Project page - http://gvv.mpi-inf.mpg.de/projects/FaceReflectanceFields/ 

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Efficient Continuous Pareto Exploration in Multi-Task Learning


Jun 29, 2020
Pingchuan Ma, Tao Du, Wojciech Matusik

* ICML 2020 camera-ready. Code: https://github.com/mit-gfx/ContinuousParetoMTL 

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Gaze360: Physically Unconstrained Gaze Estimation in the Wild


Oct 22, 2019
Petr Kellnhofer, Adria Recasens, Simon Stent, Wojciech Matusik, Antonio Torralba

* International Conference in Computer Vision, 2019 

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Speech2Face: Learning the Face Behind a Voice


May 23, 2019
Tae-Hyun Oh, Tali Dekel, Changil Kim, Inbar Mosseri, William T. Freeman, Michael Rubinstein, Wojciech Matusik

* To appear in CVPR2019. Project page: http://speech2face.github.io 

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Neural Inverse Knitting: From Images to Manufacturing Instructions


Feb 07, 2019
Alexandre Kaspar, Tae-Hyun Oh, Liane Makatura, Petr Kellnhofer, Jacqueline Aslarus, Wojciech Matusik

* In submission 

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On Learning Associations of Faces and Voices


Nov 02, 2018
Changil Kim, Hijung Valentina Shin, Tae-Hyun Oh, Alexandre Kaspar, Mohamed Elgharib, Wojciech Matusik

* 27 pages including the supplementary material; Accepted to ACCV 2018 

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Efficient and Scalable View Generation from a Single Image using Fully Convolutional Networks


Oct 20, 2018
Sung-Ho Bae, Mohamed Elgharib, Mohamed Hefeeda, Wojciech Matusik

* This paper contains a flaw that the proposed methods were overfitted thus the experimental results were not suitable. At this point, we do not want to update this article bu are developing a quite new approache where the authors are different from this paper,, and the title of our paper will be changed. 8 pages, 6 figures 

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ChainQueen: A Real-Time Differentiable Physical Simulator for Soft Robotics


Oct 02, 2018
Yuanming Hu, Jiancheng Liu, Andrew Spielberg, Joshua B. Tenenbaum, William T. Freeman, Jiajun Wu, Daniela Rus, Wojciech Matusik

* In submission to ICRA 2019. Supplemental Video: https://www.youtube.com/watch?v=4IWD4iGIsB4 Project Page: https://github.com/yuanming-hu/ChainQueen 

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Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks


Sep 10, 2018
Adrià Recasens, Petr Kellnhofer, Simon Stent, Wojciech Matusik, Antonio Torralba

* European Conference on Computer Vision, 2018, 14 pages, 6 figures 

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Learning-based Video Motion Magnification


Aug 01, 2018
Tae-Hyun Oh, Ronnachai Jaroensri, Changil Kim, Mohamed Elgharib, Frédo Durand, William T. Freeman, Wojciech Matusik

* Accepted as ECCV 2018 Oral. The 1st and 2nd authors equally contributed. Video result: https://youtu.be/GrMLeEcSNzY , Project page: http://people.csail.mit.edu/tiam/deepmag/ Some bibliography information was fixed 

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Large-scale, Fast and Accurate Shot Boundary Detection through Spatio-temporal Convolutional Neural Networks


Jul 27, 2017
Ahmed Hassanien, Mohamed Elgharib, Ahmed Selim, Sung-Ho Bae, Mohamed Hefeeda, Wojciech Matusik


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Eye Tracking for Everyone


Jun 18, 2016
Kyle Krafka, Aditya Khosla, Petr Kellnhofer, Harini Kannan, Suchendra Bhandarkar, Wojciech Matusik, Antonio Torralba

* The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 

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