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Plug-and-Play Algorithms for Video Snapshot Compressive Imaging


Jan 13, 2021
Xin Yuan, Yang Liu, Jinli Suo, Frédo Durand, Qionghai Dai

* 18 pages, 12 figures and 4 tables. Journal extension of arXiv:2003.13654. Code available at https://github.com/liuyang12/PnP-SCI_python 

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AsyncTaichi: Whole-Program Optimizations for Megakernel Sparse Computation and Differentiable Programming


Dec 15, 2020
Yuanming Hu, Mingkuan Xu, Ye Kuang, Frédo Durand

* 10 pages, 12 figures, submitted to ACM SIGGRAPH 

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On the Capability of Neural Networks to Generalize to Unseen Category-Pose Combinations


Jul 15, 2020
Spandan Madan, Timothy Henry, Jamell Dozier, Helen Ho, Nishchal Bhandari, Tomotake Sasaki, Frédo Durand, Hanspeter Pfister, Xavier Boix


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Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings


Jan 04, 2020
Amy Zhao, Guha Balakrishnan, Kathleen M. Lewis, Frédo Durand, John V. Guttag, Adrian V. Dalca


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DiffTaichi: Differentiable Programming for Physical Simulation


Oct 01, 2019
Yuanming Hu, Luke Anderson, Tzu-Mao Li, Qi Sun, Nathan Carr, Jonathan Ragan-Kelley, Frédo Durand


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Generating Training Data for Denoising Real RGB Images via Camera Pipeline Simulation


Apr 18, 2019
Ronnachai Jaroensri, Camille Biscarrat, Miika Aittala, Frédo Durand


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Data augmentation using learned transformations for one-shot medical image segmentation


Apr 06, 2019
Amy Zhao, Guha Balakrishnan, Frédo Durand, John V. Guttag, Adrian V. Dalca

* 9 pages, CVPR 2019 

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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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Deep Bilateral Learning for Real-Time Image Enhancement


Aug 22, 2017
Michaël Gharbi, Jiawen Chen, Jonathan T. Barron, Samuel W. Hasinoff, Frédo Durand

* ACM Trans. Graph. 36, 4, Article 118 (2017) 
* 12 pages, 14 figures, Siggraph 2017 

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What do different evaluation metrics tell us about saliency models?


Apr 06, 2017
Zoya Bylinskii, Tilke Judd, Aude Oliva, Antonio Torralba, Frédo Durand


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