Ponce, Jean

105 publications

CVPR 2025 A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations Théo Bodrito, Olivier Flasseur, Julien Mairal, Jean Ponce, Maud Langlois, Anne-Marie Lagrange

CVPRW 2025 Detecting Looted Archaeological Sites from Satellite Image Time Series Elliot Vincent, Mehraïl Saroufim, Jonathan Chemla, Yves Ubelmann, Philippe Marquis, Jean Ponce, Mathieu Aubry

CVPR 2024 Dense Optical Tracking: Connecting the Dots Guillaume Le Moing, Jean Ponce, Cordelia Schmid

TMLR 2024 Revisiting Feature Prediction for Learning Visual Representations from Video Adrien Bardes, Quentin Garrido, Jean Ponce, Xinlei Chen, Michael Rabbat, Yann LeCun, Mido Assran, Nicolas Ballas

CVPR 2023 An Image Quality Assessment Dataset for Portraits Nicolas Chahine, Stefania Calarasanu, Davide Garcia-Civiero, Théo Cayla, Sira Ferradans, Jean Ponce

ICCV 2023 WALDO: Future Video Synthesis Using Object Layer Decomposition and Parametric Flow Prediction Guillaume Le Moing, Jean Ponce, Cordelia Schmid

ECCV 2022 Active Learning Strategies for Weakly-Supervised Object Detection Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce

ICLR 2022 VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning Adrien Bardes, Jean Ponce, Yann LeCun

NeurIPS 2022 VICRegL: Self-Supervised Learning of Local Visual Features Adrien Bardes, Jean Ponce, Yann LeCun

NeurIPS 2021 CCVS: Context-Aware Controllable Video Synthesis Guillaume Le Moing, Jean Ponce, Cordelia Schmid

NeurIPS 2021 Large-Scale Unsupervised Object Discovery Van Huy Vo, Elena Sizikova, Cordelia Schmid, Patrick Pérez, Jean Ponce

ICCV 2021 Lucas-Kanade Reloaded: End-to-End Super-Resolution from Raw Image Bursts Bruno Lecouat, Jean Ponce, Julien Mairal

NeurIPS 2021 Online Learning and Control of Complex Dynamical Systems from Sensory Input Oumayma Bounou, Jean Ponce, Justin Carpentier

ICCV 2021 Unsupervised Layered Image Decomposition into Object Prototypes Tom Monnier, Elliot Vincent, Jean Ponce, Mathieu Aubry

NeurIPS 2020 A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding Bruno Lecouat, Jean Ponce, Julien Mairal

ECCV 2020 End-to-End Interpretable Learning of Non-Blind Image Deblurring Thomas Eboli, Jian Sun, Jean Ponce

ECCV 2020 Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration Bruno Lecouat, Jean Ponce, Julien Mairal

ECCV 2020 Learning to Compose Hypercolumns for Visual Correspondence Juhong Min, Jongmin Lee, Jean Ponce, Minsu Cho

ECCV 2020 Toward Unsupervised, Multi-Object Discovery in Large-Scale Image Collections Huy V. Vo, Patrick Pérez, Jean Ponce

ECCV 2018 On the Solvability of Viewing Graphs Matthew Trager, Brian Osserman, Jean Ponce

CVPR 2017 General Models for Rational Cameras and the Case of Two-Slit Projections Matthew Trager, Bernd Sturmfels, John Canny, Martial Hebert, Jean Ponce

CVPR 2017 Kernel Square-Loss Exemplar Machines for Image Retrieval Rafael S. Rezende, Joaquin Zepeda, Jean Ponce, Francis Bach, Patrick Perez

ICCV 2017 SCNet: Learning Semantic Correspondence Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce

CVPR 2016 Consistency of Silhouettes and Their Duals Matthew Trager, Martial Hebert, Jean Ponce

CVPR 2016 Proposal Flow Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce

CVPR 2015 Learning a Convolutional Neural Network for Non-Uniform Motion Blur Removal Jian Sun, Wenfei Cao, Zongben Xu, Jean Ponce

CVPR 2015 Robust Image Filtering Using Joint Static and Dynamic Guidance Bumsub Ham, Minsu Cho, Jean Ponce

ICCV 2015 The Joint Image Handbook Matthew Trager, Martial Hebert, Jean Ponce

CVPR 2015 Unsupervised Object Discovery and Localization in the Wild: Part-Based Matching with Bottom-up Region Proposals Minsu Cho, Suha Kwak, Cordelia Schmid, Jean Ponce

ICCV 2015 Unsupervised Object Discovery and Tracking in Video Collections Suha Kwak, Minsu Cho, Ivan Laptev, Jean Ponce, Cordelia Schmid

ICCV 2015 Weakly-Supervised Alignment of Video with Text Piotr Bojanowski, Remi Lajugie, Edouard Grave, Francis Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid

CVPR 2014 Finding Matches in a Haystack: A Max-Pooling Strategy for Graph Matching in the Presence of Outliers Minsu Cho, Jian Sun, Olivier Duchenne, Jean Ponce

ECCV 2014 On Image Contours of Projective Shapes Jean Ponce, Martial Hebert

CVPR 2014 Trinocular Geometry Revisited Jean Ponce, Martial Hebert

ECCV 2014 Weakly Supervised Action Labeling in Videos Under Ordering Constraints Piotr Bojanowski, Rémi Lajugie, Francis R. Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid, Josef Sivic

ICCV 2013 Learning Discriminative Part Detectors for Image Classification and Cosegmentation Jian Sun, Jean Ponce

ICCV 2013 Learning Graphs to Match Minsu Cho, Karteek Alahari, Jean Ponce

CVPR 2013 Learning to Estimate and Remove Non-Uniform Image Blur Florent Couzinie-Devy, Jian Sun, Karteek Alahari, Jean Ponce

CVPR 2012 Multi-Class Cosegmentation Armand Joulin, Francis R. Bach, Jean Ponce

ICCV 2011 A Graph-Matching Kernel for Object Categorization Olivier Duchenne, Armand Joulin, Jean Ponce

ICCV 2011 Ask the Locals: Multi-Way Local Pooling for Image Recognition Y-Lan Boureau, Nicolas Le Roux, Francis R. Bach, Jean Ponce, Yann LeCun

CVPR 2011 Sparse Image Representation with Epitomes Louise Benoît, Julien Mairal, Francis R. Bach, Jean Ponce

ICML 2010 A Theoretical Analysis of Feature Pooling in Visual Recognition Y-Lan Boureau, Jean Ponce, Yann LeCun

CVPR 2010 Admissible Linear mAP Models of Linear Cameras Guillaume Batog, Xavier Goaoc, Jean Ponce

CVPR 2010 Discriminative Clustering for Image Co-Segmentation Armand Joulin, Francis R. Bach, Jean Ponce

NeurIPS 2010 Efficient Optimization for Discriminative Latent Class Models Armand Joulin, Jean Ponce, Francis R. Bach

CVPR 2010 Learning Mid-Level Features for Recognition Y-Lan Boureau, Francis R. Bach, Yann LeCun, Jean Ponce

CVPR 2010 Non-Uniform Deblurring for Shaken Images Oliver Whyte, Josef Sivic, Andrew Zisserman, Jean Ponce

JMLR 2010 Online Learning for Matrix Factorization and Sparse Coding Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro

CVPR 2009 A Tensor-Based Algorithm for High-Order Graph Matching Olivier Duchenne, Francis R. Bach, In-So Kweon, Jean Ponce

ICCV 2009 Automatic Annotation of Human Actions in Video Olivier Duchenne, Ivan Laptev, Josef Sivic, Francis R. Bach, Jean Ponce

CVPR 2009 Dense 3D Motion Capture for Human Faces Yasutaka Furukawa, Jean Ponce

ICCV 2009 Non-Local Sparse Models for Image Restoration Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman

ICML 2009 Online Dictionary Learning for Sparse Coding Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro

CVPR 2009 Vanishing Point Detection for Road Detection Hui Kong, Jean-Yves Audibert, Jean Ponce

CVPR 2009 What Is a Camera? Jean Ponce

CVPR 2008 Accurate Camera Calibration from Multi-View Stereo and Bundle Adjustment Yasutaka Furukawa, Jean Ponce

CVPR 2008 Dense 3D Motion Capture from Synchronized Video Streams Yasutaka Furukawa, Jean Ponce

CVPR 2008 Discriminative Learned Dictionaries for Local Image Analysis Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman

ECCV 2008 Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation Julien Mairal, Marius Leordeanu, Francis R. Bach, Martial Hebert, Jean Ponce

CVPR 2008 Segmentation by Transduction Olivier Duchenne, Jean-Yves Audibert, Renaud Keriven, Jean Ponce, Florent Ségonne

NeurIPS 2008 Supervised Dictionary Learning Julien Mairal, Jean Ponce, Guillermo Sapiro, Andrew Zisserman, Francis R. Bach

CVPR 2007 Accurate, Dense, and Robust Multi-View Stereopsis Yasutaka Furukawa, Jean Ponce

CVPR 2007 Flexible Object Models for Category-Level 3D Object Recognition Akash Kushal, Cordelia Schmid, Jean Ponce

CVPR 2006 A Geodesic Active Contour Framework for Finding Glass Kenton McHenry, Jean Ponce

CVPR 2006 Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories Svetlana Lazebnik, Cordelia Schmid, Jean Ponce

ECCV 2006 Carved Visual Hulls for Image-Based Modeling Yasutaka Furukawa, Jean Ponce

ECCV 2006 Modeling 3D Objects from Stereo Views and Recognizing Them in Photographs Akash Kushal, Jean Ponce

ICCV 2005 A Maximum Entropy Framework for Part-Based Texture and Object Recognition Svetlana Lazebnik, Cordelia Schmid, Jean Ponce

CVPR 2005 Finding Glass Kenton McHenry, Jean Ponce, David A. Forsyth

CVPR 2005 On the Absolute Quadratic Complex and Its Application to Autocalibration Jean Ponce, Kenton McHenry, Théodore Papadopoulo, Monique Teillaud, Bill Triggs

CVPR 2004 Segmenting, Modeling, and Matching Video Clips Containing Multiple Moving Objects Fred Rothganger, Svetlana Lazebnik, Cordelia Schmid, Jean Ponce

ECCV 2004 Structure and Motion from Images of Smooth Textureless Objects Yasutaka Furukawa, Amit Sethi, Jean Ponce, David J. Kriegman

CVPR 2003 3D Object Modeling and Recognition Using Affine-Invariant Patches and Multi-View Spatial Constraints Fred Rothganger, Svetlana Lazebnik, Cordelia Schmid, Jean Ponce

CVPR 2003 A Sparse Texture Representation Using Affine-Invariant Regions Svetlana Lazebnik, Cordelia Schmid, Jean Ponce

ICCV 2003 Affine-Invariant Local Descriptors and Neighborhood Statistics for Texture Recognition Svetlana Lazebnik, Cordelia Schmid, Jean Ponce

ICCV 2003 Binocular Helmholtz Stereopsis Todd E. Zickler, Jeffrey Ho, David J. Kriegman, Jean Ponce, Peter N. Belhumeur

ICCV 2003 The Local Projective Shape of Smooth Surfaces and Their Outlines Svetlana Lazebnik, Jean Ponce

ECCV 2002 On Pencils of Tangent Planes and the Recognition of Smooth 3D Shapes from Silhouettes Svetlana Lazebnik, Amit Sethi, Cordelia Schmid, David J. Kriegman, Jean Ponce, Martial Hebert

CVPR 2001 On Computing Exact Visual Hulls of Solids Bounded by Smooth Surfaces Svetlana Lazebnik, Edmond Boyer, Jean Ponce

CVPR 2001 Provably-Convergent Iterative Methods for Projective Structure from Motion Shyjan Mahamud, Martial Hebert, Yasuhiro Omori, Jean Ponce

ECCV 2000 Duals, Invariants, and the Recognition of Smooth Objects from Their Occlucing Contours David Renaudie, David J. Kriegman, Jean Ponce

CVPR 1999 Parameterized Image Varieties and Estimation with Bilinear Constraints Yakup Genc, Jean Ponce, Yoram Leedan, Peter Meer

CVPR 1999 Toward a Scale-Space Aspect Graph: Solids of Revolution Sung-Il Pae, Jean Ponce

ICCV 1998 Automatic Model Construction, Pose Estimation, and Object Recognition from Photographs Using Triangular Splines Steve Sullivan, Jean Ponce

ICCV 1998 Parameterized Image Varieties: A Novel Approach to the Analysis and Synthesis of Image Sequences Yakup Genc, Jean Ponce

CVPR 1996 Epipolar Geometry and Linear Subspace Methods: A New Approach to Weak Calibration Jean Ponce, Yakup Genc

ECCV 1996 Object Representation in Computer Vision II, ECCV '96 International Workshop, Cambridge. UK, April 13-14, 1996, Proceedings Jean Ponce, Andrew Zisserman, Martial Hebert

ECCV 1996 Report on the 1996 International Workshop on Object Representation in Computer Vision Jean Ponce, Martial Hebert, Andrew Zisserman

CVPR 1996 Structure and Motion of Curved 3D Objects from Monocular Silhouettes B. Vijayakumar, David J. Kriegman, Jean Ponce

ICCV 1995 Invariant-Based Recognition of Complex Curved 3D Objects from Image Contours B. Vijayakumar, David J. Kriegman, Jean Ponce

ICCV 1995 Probabilistic 3D Object Recognition Ilan Shimshoni, Jean Ponce

ICCV 1995 Structure and Motion Estimation from Dynamic Silhouettes Under Perspective Projection Tanuja Joshi, Narendra Ahuja, Jean Ponce

ECCV 1994 Analytical Methods for Uncalibrated Stereo and Motion Reconstruction Jean Ponce, David H. Marimont, Todd A. Cass

CVPR 1994 HOT Curves for Modelling and Recognition of Smooth Curved 3D Objects Tanuja Joshi, Jean Ponce, B. Vijayakumar, David J. Kriegman

CVPR 1994 Object Representation for Object Recognition Jean Ponce, Ruzena Bajcsy, Dimitris N. Metaxas, Thomas O. Binford, David A. Forsyth, Martial Hebert, Katsushi Ikeuchi, Avinash C. Kak, Linda G. Shapiro, Stan Sclaroff, Alex Pentland, George C. Stockman

CVPR 1994 Recovering the Shape of Polyhedra Using Line-Drawing Analysis and Complex Reflectance Models Ilan Shimshoni, Jean Ponce

CVPR 1993 On Using Geometric Distance Fits to Estimate 3D Object Shape, Pose, and Deformation from Range, CT, and Video Images Steve Sullivan, Lorraine Sandford, Jean Ponce

CVPR 1993 Reconstruction of HOT Curves from Image Sequences David J. Kriegman, B. Vijayakumar, Jean Ponce

ECCV 1992 Computing Exact Aspect Graphs of Curved Objects: Algebraic Surfaces Jean Ponce, Sylvain Petitjean, David J. Kriegman

ECCV 1992 Constraints for Recognizing and Locating Curved 3D Objects from Monocular Image Features David J. Kriegman, B. Vijayakumar, Jean Ponce

CVPR 1992 Parametrizing and Fitting Bounded Algebraic Curves and Surfaces Gabriel Taubin, Fernando Cukierman, Steve Sullivan, Jean Ponce, David J. Kriegman

AAAI 1990 Computing Exact Aspect Graphs of Curved Objects: Parametric Surfaces Jean Ponce, David J. Kriegman

CVPR 1988 Straight Homogeneous Generalized Cylinders: Differential Geometry and Uniqueness Results Jean Ponce

IJCAI 1983 Prism Trees: A Hierarchical Representation for 3-D Objects Olivier D. Faugeras, Jean Ponce