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Localizing Objects with Self-Supervised Transformers and no Labels


Sep 29, 2021
Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce


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CCVS: Context-aware Controllable Video Synthesis


Jul 16, 2021
Guillaume Le Moing, Jean Ponce, Cordelia Schmid


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Residual Reinforcement Learning from Demonstrations


Jun 15, 2021
Minttu Alakuijala, Gabriel Dulac-Arnold, Julien Mairal, Jean Ponce, Cordelia Schmid


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Large-Scale Unsupervised Object Discovery


Jun 12, 2021
Huy V. Vo, Elena Sizikova, Cordelia Schmid, Patrick Pérez, Jean Ponce

* 16 pages 

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NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results


Jun 07, 2021
Goutam Bhat, Martin Danelljan, Radu Timofte, Kazutoshi Akita, Wooyeong Cho, Haoqiang Fan, Lanpeng Jia, Daeshik Kim, Bruno Lecouat, Youwei Li, Shuaicheng Liu, Ziluan Liu, Ziwei Luo, Takahiro Maeda, Julien Mairal, Christian Micheloni, Xuan Mo, Takeru Oba, Pavel Ostyakov, Jean Ponce, Sanghyeok Son, Jian Sun, Norimichi Ukita, Rao Muhammad Umer, Youliang Yan, Lei Yu, Magauiya Zhussip, Xueyi Zou

* NTIRE 2021 Burst Super-Resolution challenge report 

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VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning


May 11, 2021
Adrien Bardes, Jean Ponce, Yann LeCun


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Unsupervised Layered Image Decomposition into Object Prototypes


Apr 29, 2021
Tom Monnier, Elliot Vincent, Jean Ponce, Mathieu Aubry

* Project webpage: https://imagine.enpc.fr/~monniert/DTI-Sprites 

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Learning to Jointly Deblur, Demosaick and Denoise Raw Images


Apr 13, 2021
Thomas Eboli, Jian Sun, Jean Ponce


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Aliasing is your Ally: End-to-End Super-Resolution from Raw Image Bursts


Apr 13, 2021
Bruno Lecouat, Jean Ponce, Julien Mairal


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Learning to Compose Hypercolumns for Visual Correspondence


Jul 21, 2020
Juhong Min, Jongmin Lee, Jean Ponce, Minsu Cho

* Accepted to ECCV 2020 

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Toward unsupervised, multi-object discovery in large-scale image collections


Jul 06, 2020
Huy V. Vo, Patrick Pérez, Jean Ponce

* Accepted for publication in ECCV 2020 

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End-to-end Interpretable Learning of Non-blind Image Deblurring


Jul 03, 2020
Thomas Eboli, Jian Sun, Jean Ponce

* Accepted at ECCV2020 (poster) 

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Designing and Learning Trainable Priors with Non-Cooperative Games


Jun 26, 2020
Bruno Lecouat, Jean Ponce, Julien Mairal


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Structured and Localized Image Restoration


Jun 16, 2020
Thomas Eboli, Alex Nowak-Vila, Jian Sun, Francis Bach, Jean Ponce, Alessandro Rudi


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Revisiting Non Local Sparse Models for Image Restoration


Jan 28, 2020
Bruno Lecouat, Jean Ponce, Julien Mairal


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Learning Semantic Correspondence Exploiting an Object-level Prior


Nov 29, 2019
Junghyup Lee, Dohyung Kim, Wonkyung Lee, Jean Ponce, Bumsub Ham

* arXiv admin note: substantial text overlap with arXiv:1904.01810 

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Deformable Kernel Networks for Joint Image Filtering


Oct 17, 2019
Beomjun Kim, Jean Ponce, Bumsub Ham

* arXiv admin note: substantial text overlap with arXiv:1903.11286 

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SPair-71k: A Large-scale Benchmark for Semantic Correspondence


Aug 28, 2019
Juhong Min, Jongmin Lee, Jean Ponce, Minsu Cho

* Extension of ICCV 2019 paper, Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features. arXiv admin note: text overlap with arXiv:1908.06537 

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Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features


Aug 18, 2019
Juhong Min, Jongmin Lee, Jean Ponce, Minsu Cho

* Accepted to ICCV 2019 

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Unsupervised Image Matching and Object Discovery as Optimization


Apr 05, 2019
Huy V. Vo, Francis Bach, Minsu Cho, Kai Han, Yann LeCun, Patrick Perez, Jean Ponce

* Accepted to CVPR 2019 

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SFNet: Learning Object-aware Semantic Correspondence


Apr 05, 2019
Junghyup Lee, Dohyung Kim, Jean Ponce, Bumsub Ham

* cvpr 2019 oral paper 

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Deformable kernel networks for guided depth map upsampling


Mar 27, 2019
Beomjun Kim, Jean Ponce, Bumsub Ham

* conference submission 

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On the Solvability of Viewing Graphs


Sep 18, 2018
Matthew Trager, Brian Osserman, Jean Ponce

* 22 pages, 8 figures, presented at ECCV 2018 

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SCNet: Learning Semantic Correspondence


Aug 17, 2017
Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce

* ICCV 2017 

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General models for rational cameras and the case of two-slit projections


Apr 11, 2017
Matthew Trager, Bernd Sturmfels, John Canny, Martial Hebert, Jean Ponce

* 9 pages + supplementary material 

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Proposal Flow: Semantic Correspondences from Object Proposals


Mar 21, 2017
Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce

* arXiv admin note: text overlap with arXiv:1511.05065 

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Congruences and Concurrent Lines in Multi-View Geometry


Dec 25, 2016
Jean Ponce, Bernd Sturmfels, Matthew Trager

* 26 pages 

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Proposal Flow


Jul 08, 2016
Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce


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Weakly-Supervised Alignment of Video With Text


Dec 21, 2015
Piotr Bojanowski, Rémi Lajugie, Edouard Grave, Francis Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid

* ICCV 2015 - IEEE International Conference on Computer Vision, Dec 2015, Santiago, Chile 

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