| 2025 | CVPR | A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations. | Tho Bodrito, Olivier Flasseur, Julien Mairal, Jean Ponce, Maud Langlois, Anne-Marie Lagrange |
| 2025 | CVPR | Detecting Looted Archaeological Sites from Satellite Image Time Series. | Elliot Vincent, Mehral Saroufim, Jonathan Chemla, Yves Ubelmann, Philippe Marquis, Jean Ponce, Mathieu Aubry |
| 2024 | CVPR | Dense Optical Tracking: Connecting the Dots. | Guillaume Le Moing, Jean Ponce, Cordelia Schmid |
| 2023 | CVPR | An Image Quality Assessment Dataset for Portraits. | Nicolas Chahine, Ana-Stefania Calarasanu, Davide Garcia-Civiero, Tho Cayla, Sira Ferradans, Jean Ponce |
| 2023 | ICCV | WALDO: Future Video Synthesis using Object Layer Decomposition and Parametric Flow Prediction. | Guillaume Le Moing, Jean Ponce, Cordelia Schmid |
| 2023 | ICRA | Learning Reward Functions for Robotic Manipulation by Observing Humans. | Minttu Alakuijala, Gabriel Dulac-Arnold, Julien Mairal, Jean Ponce, Cordelia Schmid |
| 2023 | ICRA | A minimum swept-volume metric structure for configuration space. | Yann de Mont-Marin, Jean Ponce, Jean-Paul Laumond |
| 2023 | IROS | Revisiting Deformable Convolution for Depth Completion. | Xinglong Sun, Jean Ponce, Yu-Xiong Wang |
| 2022 | ECCV | Active Learning Strategies for Weakly-Supervised Object Detection. | Huy V. Vo, Oriane Simoni, Spyros Gidaris, Andrei Bursuc, Patrick Prez, Jean Ponce |
| 2022 | ICLR | VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning. | Adrien Bardes, Jean Ponce, Yann LeCun |
| 2022 | IROS | Assembly Planning from Observations under Physical Constraints. | Thomas Chabal, Robin Strudel, Etienne Arlaud, Jean Ponce, Cordelia Schmid |
| 2021 | BMVC | Localizing Objects with Self-supervised Transformers and no Labels. | Oriane Simoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Prez, Renaud Marlet, Jean Ponce |
| 2021 | ICCV | Lucas-Kanade Reloaded: End-to-End Super-Resolution from Raw Image Bursts. | Bruno Lecouat, Jean Ponce, Julien Mairal |
| 2021 | ICCV | Unsupervised Layered Image Decomposition into Object Prototypes. | Tom Monnier, Elliot Vincent, Jean Ponce, Mathieu Aubry |
| 2021 | ICRA | Equality Constrained Differential Dynamic Programming. | Sarah El Kazdadi, Justin Carpentier, Jean Ponce |
| 2020 | CVPR | Minimal Solutions to Relative Pose Estimation From Two Views Sharing a Common Direction With Unknown Focal Length. | Yaqing Ding, Jian Yang, Jean Ponce, Hui Kong |
| 2020 | ECCV | End-to-end Interpretable Learning of Non-blind Image Deblurring. | Thomas Eboli, Jian Sun, Jean Ponce |
| 2020 | ECCV | Fully Trainable and Interpretable Non-local Sparse Models for Image Restoration. | Bruno Lecouat, Jean Ponce, Julien Mairal |
| 2020 | ECCV | Learning to Compose Hypercolumns for Visual Correspondence. | Juhong Min, Jongmin Lee, Jean Ponce, Minsu Cho |
| 2020 | ECCV | Toward Unsupervised, Multi-object Discovery in Large-Scale Image Collections. | Huy V. Vo, Patrick Prez, Jean Ponce |
| 2019 | CVPR | SFNet: Learning Object-Aware Semantic Correspondence. | Junghyup Lee, Dohyung Kim, Jean Ponce, Bumsub Ham |
| 2019 | CVPR | Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry. | Matthew Trager, Martial Hebert, Jean Ponce |
| 2019 | CVPR | Unsupervised Image Matching and Object Discovery as Optimization. | Huy V. Vo, Francis R. Bach, Minsu Cho, Kai Han, Yann LeCun, Patrick Prez, Jean Ponce |
| 2019 | ICCV | An Efficient Solution to the Homography-Based Relative Pose Problem With a Common Reference Direction. | Yaqing Ding, Jian Yang, Jean Ponce, Hui Kong |
| 2019 | ICCV | Hyperpixel Flow: Semantic Correspondence With Multi-Layer Neural Features. | Juhong Min, Jongmin Lee, Jean Ponce, Minsu Cho |
| 2019 | ICRA | Build your own hybrid thermal/EO camera for autonomous vehicle. | Yigong Zhang, Yicheng Gao, Shuo Gu, Yubin Guo, Minghao Liu, Zezhou Sun, Zhixing Hou, Hang Yang, Ying Wang, Jian Yang, Jean Ponce, Hui Kong |
| 2018 | ECCV | On the Solvability of Viewing Graphs. | Matthew Trager, Brian Osserman, Jean Ponce |
| 2018 | ICRA | Dijkstra Model for Stereo-Vision Based Road Detection: A Non-Parametric Method. | Yigong Zhang, Jian Yang, Jean Ponce, Hui Kong |
| 2017 | CVPR | Kernel Square-Loss Exemplar Machines for Image Retrieval. | Rafael S. Rezende, Joaquin Zepeda, Jean Ponce, Francis R. Bach, Patrick Prez |
| 2017 | CVPR | General Models for Rational Cameras and the Case of Two-Slit Projections. | Matthew Trager, Bernd Sturmfels, John F. Canny, Martial Hebert, Jean Ponce |
| 2017 | ICCV | SCNet: Learning Semantic Correspondence. | Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce |
| 2016 | CVPR | Proposal Flow. | Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce |
| 2016 | CVPR | Consistency of Silhouettes and Their Duals. | Matthew Trager, Martial Hebert, Jean Ponce |
| 2015 | CVPR | Unsupervised object discovery and localization in the wild: Part-based matching with bottom-up region proposals. | Minsu Cho, Suha Kwak, Cordelia Schmid, Jean Ponce |
| 2015 | CVPR | Robust image filtering using joint static and dynamic guidance. | Bumsub Ham, Minsu Cho, Jean Ponce |
| 2015 | CVPR | Learning a convolutional neural network for non-uniform motion blur removal. | Jian Sun, Wenfei Cao, Zongben Xu, Jean Ponce |
| 2015 | ICCV | Weakly-Supervised Alignment of Video with Text. | Piotr Bojanowski, Rmi Lajugie, Edouard Grave, Francis R. Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid |
| 2015 | ICCV | Unsupervised Object Discovery and Tracking in Video Collections. | Suha Kwak, Minsu Cho, Ivan Laptev, Jean Ponce, Cordelia Schmid |
| 2015 | ICCV | The Joint Image Handbook. | Matthew Trager, Martial Hebert, Jean Ponce |
| 2014 | CVPR | 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 |
| 2014 | CVPR | Trinocular Geometry Revisited. | Jean Ponce, Martial Hebert |
| 2014 | ECCV | Weakly Supervised Action Labeling in Videos under Ordering Constraints. | Piotr Bojanowski, Rmi Lajugie, Francis R. Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid, Josef Sivic |
| 2014 | ECCV | On Image Contours of Projective Shapes. | Jean Ponce, Martial Hebert |
| 2013 | CVPR | Learning to Estimate and Remove Non-uniform Image Blur. | Florent Couzinie-Devy, Jian Sun, Karteek Alahari, Jean Ponce |
| 2013 | ICCV | Finding Actors and Actions in Movies. | Piotr Bojanowski, Francis R. Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid, Josef Sivic |
| 2013 | ICCV | Learning Graphs to Match. | Minsu Cho, Karteek Alahari, Jean Ponce |
| 2013 | ICCV | Learning Discriminative Part Detectors for Image Classification and Cosegmentation. | Jian Sun, Jean Ponce |
| 2012 | CVPR | Multi-class cosegmentation. | Armand Joulin, Francis R. Bach, Jean Ponce |
| 2011 | CVPR | Sparse image representation with epitomes. | Louise Benot, Julien Mairal, Francis R. Bach, Jean Ponce |
| 2011 | ICCV | Ask the locals: Multi-way local pooling for image recognition. | Y-Lan Boureau, Nicolas Le Roux, Francis R. Bach, Jean Ponce, Yann LeCun |
| 2011 | ICCV | A graph-matching kernel for object categorization. | Olivier Duchenne, Armand Joulin, Jean Ponce |
| 2010 | BMVC | Sparse coding and dictionary learning for image understanding. | Jean Ponce |
| 2010 | CVPR | Admissible linear map models of linear cameras. | Guillaume Batog, Xavier Goaoc, Jean Ponce |
| 2010 | CVPR | Learning mid-level features for recognition. | Y-Lan Boureau, Francis R. Bach, Yann LeCun, Jean Ponce |
| 2010 | CVPR | Discriminative clustering for image co-segmentation. | Armand Joulin, Francis R. Bach, Jean Ponce |
| 2010 | CVPR | Non-uniform deblurring for shaken images. | Oliver Whyte, Josef Sivic, Andrew Zisserman, Jean Ponce |
| 2010 | ICML | A Theoretical Analysis of Feature Pooling in Visual Recognition. | Y-Lan Boureau, Jean Ponce, Yann LeCun |
| 2009 | CVPR | A tensor-based algorithm for high-order graph matching. | Olivier Duchenne, Francis R. Bach, In-So Kweon, Jean Ponce |
| 2009 | CVPR | Dense 3D motion capture for human faces. | Yasutaka Furukawa, Jean Ponce |
| 2009 | CVPR | Vanishing point detection for road detection. | Hui Kong, Jean-Yves Audibert, Jean Ponce |
| 2009 | CVPR | What is a camera? | Jean Ponce |
| 2009 | ICCV | Automatic annotation of human actions in video. | Olivier Duchenne, Ivan Laptev, Josef Sivic, Francis R. Bach, Jean Ponce |
| 2009 | ICCV | Non-local sparse models for image restoration. | Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman |
| 2009 | ICML | Online dictionary learning for sparse coding. | Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro |
| 2008 | CVPR | Segmentation by transduction. | Olivier Duchenne, Jean-Yves Audibert, Renaud Keriven, Jean Ponce, Florent Sgonne |
| 2008 | CVPR | Dense 3D motion capture from synchronized video streams. | Yasutaka Furukawa, Jean Ponce |
| 2008 | CVPR | Accurate camera calibration from multi-view stereo and bundle adjustment. | Yasutaka Furukawa, Jean Ponce |
| 2008 | CVPR | Discriminative learned dictionaries for local image analysis. | Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman |
| 2008 | ECCV | Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation. | Julien Mairal, Marius Leordeanu, Francis R. Bach, Martial Hebert, Jean Ponce |
| 2007 | CVPR | Accurate, Dense, and Robust Multi-View Stereopsis. | Yasutaka Furukawa, Jean Ponce |
| 2007 | CVPR | Flexible Object Models for Category-Level 3D Object Recognition. | Akash Kushal, Cordelia Schmid, Jean Ponce |
| 2006 | CVPR | Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories. | Svetlana Lazebnik, Cordelia Schmid, Jean Ponce |
| 2006 | CVPR | A Geodesic Active Contour Framework for Finding Glass. | Kenton McHenry, Jean Ponce |
| 2006 | ECCV | Carved Visual Hulls for Image-Based Modeling. | Yasutaka Furukawa, Jean Ponce |
| 2006 | ECCV | Modeling 3D Objects from Stereo Views and Recognizing Them in Photographs. | Akash Kushal, Jean Ponce |
| 2006 | ICPR | Audio-Visual Speaker Localization Using Graphical Models. | Akash Kushal, Mandar Rahurkar, Li Fei-Fei, Jean Ponce, Thomas S. Huang |
| 2005 | CVPR | Finding Glass. | Kenton McHenry, Jean Ponce, David A. Forsyth |
| 2005 | CVPR | On the Absolute Quadratic Complex and Its Application to Autocalibration. | Jean Ponce, Kenton McHenry, Thodore Papadopoulo, Monique Teillaud, Bill Triggs |
| 2005 | ICCV | A Maximum Entropy Framework for Part-Based Texture and Object Recognition. | Svetlana Lazebnik, Cordelia Schmid, Jean Ponce |
| 2005 | SIGGRAPH | Carved visual hulls for high-accuracy image-based modeling. | Yasutaka Furukawa, Jean Ponce |
| 2004 | BMVC | Semi-Local Affine Parts for Object Recognition. | Svetlana Lazebnik, Cordelia Schmid, Jean Ponce |
| 2004 | CVPR | Segmenting, Modeling, and Matching Video Clips Containing Multiple Moving Objects. | Fred Rothganger, Svetlana Lazebnik, Cordelia Schmid, Jean Ponce |
| 2004 | ECCV | Structure and Motion from Images of Smooth Textureless Objects. | Yasutaka Furukawa, Amit Sethi, Jean Ponce, David J. Kriegman |
| 2003 | CVPR | A Sparse Texture Representation Using Affine-Invariant Regions. | Svetlana Lazebnik, Cordelia Schmid, Jean Ponce |
| 2003 | CVPR | 3D Object Modeling and Recognition Using Affine-Invariant Patches and Multi-View Spatial Constraints. | Fred Rothganger, Svetlana Lazebnik, Cordelia Schmid, Jean Ponce |
| 2003 | ICCV | The Local Projective Shape of Smooth Surfaces and their Outlines. | Svetlana Lazebnik, Jean Ponce |
| 2003 | ICCV | Affine-Invariant Local Descriptors and Neighborhood Statistics for Texture Recognition. | Svetlana Lazebnik, Cordelia Schmid, Jean Ponce |
| 2003 | ICCV | Binocular Helmholtz Stereopsis. | Todd E. Zickler, Jeffrey Ho, David J. Kriegman, Jean Ponce, Peter N. Belhumeur |
| 2003 | ICRA | Capturing a convex object with three discs. | Jeff Erickson, Shripad Thite, Fred Rothganger, Jean Ponce |
| 2002 | ECCV | 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 |
| 2001 | CVPR | On Computing Exact Visual Hulls of Solids Bounded by Smooth Surfaces. | Svetlana Lazebnik, Edmond Boyer, Jean Ponce |
| 2001 | CVPR | Provably-Convergent Iterative Methods for Projective Structure from Motion. | Shyjan Mahamud, Martial Hebert, Yasuhiro Omori, Jean Ponce |
| 2001 | IROS | An implemented planner for manipulating a polygonal object in the plane with three disc-shaped mobile robots. | Attawith Sudsang, Fred Rothganger, Jean Ponce |
| 2000 | ECCV | Duals, Invariants, and the Recognition of Smooth Objects from their Occlucing Contours. | David Renaudie, David J. Kriegman, Jean Ponce |
| 2000 | ICRA | A Reconfigurable Parts Feeder with an Array of Pins. | Sebastien J. Blind, Christopher C. McCullough, Srinivas Akella, Jean Ponce |
| 2000 | ICRA | Constructing Geometric Object Models from Images. | Jean Ponce, Yakup Genc, Steve Sullivan |
| 2000 | ICRA | A New Approach to Motion Planning for Disc-Shaped Robots Manipulating a Polygonal Object in the Plane. | Attawith Sudsang, Jean Ponce |
| 1999 | CVPR | Parameterized Image Varieties and Estimation with Bilinear Constraints. | Yakup Genc, Jean Ponce, Yoram Leedan, Peter Meer |
| 1999 | CVPR | Toward a Scale-Space Aspect Graph: Solids of Revolution. | Sung-Il Pae, Jean Ponce |
| 1999 | ICRA | On Manipulating Polygonal Objects with Three 2-DOF Robots in the Plane. | Attawith Sudsang, Jean Ponce, Mark Hyman, David J. Kriegman |
| 1998 | ICCV | Parameterized Image Varieties: A Novel Approach to the Analysis and Synthesis of Image Sequences. | Yakup Genc, Jean Ponce |
| 1998 | ICCV | Automatic Model Construction, Pose Estimation, and Object Recognition from Photographs using Triangular Splines. | Steve Sullivan, Jean Ponce |
| 1998 | ICRA | On Grasping and Manipulating Polygonal Objects with Disc-Shaped Robots in the Plane. | Attawith Sudsang, Jean Ponce |
| 1997 | IROS | In-hand manipulation: geometry and algorithms. | Attawith Sudsang, Jean Ponce |
| 1997 | IROS | On planning immobilizing grasps for a reconfigurable gripper. | Attawith Sudsang, Narayan Srinivasa, Jean Ponce |
| 1996 | CVPR | Epipolar Geometry and Linear Subspace Methods: A New Approach to Weak Calibration. | Jean Ponce, Yakup Genc |
| 1996 | CVPR | Structure and motion of curved 3D objects from monocular silhouettes. | B. Vijayakumar, David J. Kriegman, Jean Ponce |
| 1996 | ECCV | Report on the 1996 International Workshop on Object Representation in Computer Vision. | Jean Ponce, Martial Hebert, Andrew Zisserman |
| 1996 | ICRA | On planning immobilizing fixtures for three-dimensional polyhedral parts. | Jean Ponce |
| 1995 | ICCV | Structure and Motion Estimation from Dynamic Silhouettes under Perspective Projection. | Tanuja Joshi, Narendra Ahuja, Jean Ponce |
| 1995 | ICCV | Probabilistic 3D Object Recognition. | Ilan Shimshoni, Jean Ponce |
| 1995 | ICCV | Invariant-Based Recognition of Complex Curved 3D Objects from Image Contours. | B. Vijayakumar, David J. Kriegman, Jean Ponce |
| 1995 | ICRA | New Techniques for Computing Four-Finger-Force-Closure Grasps of Polyhedral Objects. | Attawith Sudsang, Jean Ponce |
| 1994 | CVPR | HOT curves for modelling and recognition of smooth curved 3D objects. | Tanuja Joshi, Jean Ponce, B. Vijayakumar, David J. Kriegman |
| 1994 | CVPR | 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 |
| 1994 | CVPR | Recovering the shape of polyhedra using line-drawing analysis and complex reflectance models. | Ilan Shimshoni, Jean Ponce |
| 1994 | ECCV | Analytical Methods for Uncalibrated Stereo and Motion Reconstruction. | Jean Ponce, David H. Marimont, Todd A. Cass |
| 1994 | ICRA | Geometric Methods for Relative Reconstruction from Weakly Calibrated Images. | Jean Ponce, David H. Marimont, Todd A. Cass |
| 1993 | CVPR | Reconstruction of HOT curves from image sequences. | David J. Kriegman, B. Vijayakumar, Jean Ponce |
| 1993 | CVPR | 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 |
| 1993 | ICRA | On Characterizing and Computing Three- and Four-Finger Force-Closure Grasps of Polyhedral Objects. | Jean Ponce, Steve Sullivan, Jean-Daniel Boissonnat, Jean-Pierre Merlet |
| 1992 | CVPR | Parametrizing and fitting bounded algebraic curves and surfaces. | Gabriel Taubin, Fernando Cukierman, Steve Sullivan, Jean Ponce, David J. Kriegman |
| 1992 | ECCV | Constraints for Recognizing and Locating Curved 3D Objects from Monocular Image Features. | David J. Kriegman, B. Vijayakumar, Jean Ponce |
| 1992 | ECCV | Computing Exact Aspect Graphs of Curved Objects: Algebraic Surfaces. | Jean Ponce, Sylvain Petitjean, David J. Kriegman |
| 1992 | ICRA | An algebraic approach to line-drawing analysis in the presence of uncertainty. | Jean Ponce, Ilan Shimshoni |
| 1992 | IROS | A System For Planning And Executing Two-finger Force-Closure Grasps Of Curved 2D Objects. | Darrell Stam, Jean Ponce, Bernard Faverjon |
| 1991 | ICRA | On computing two-finger force-closure grasps of curved 2D objects. | Bernard Faverjon, Jean Ponce |
| 1990 | AAAI | Computing Exact Aspect Graphs of Curved Objects: Parametric Surfaces. | Jean Ponce, David J. Kriegman |
| 1989 | ICRA | On characterizing ribbons and finding skewed symmetries. | Jean Ponce |
| 1988 | CVPR | Straight homogeneous generalized cylinders: differential geometry and uniqueness results. | Jean Ponce |
| 1987 | ICRA | Finding the limbs and cusps of generalized cylinders. | Jean Ponce, David M. Chelberg |
| 1987 | ICRA | Localized intersections computation for solid modelling with straight homogenous generalized cylinders. | Jean Ponce, David M. Chelberg |
| 1985 | ICRA | Toward a surface primal sketch. | Jean Ponce, J. Michael Brady |
| 1983 | IJCAI | Prism Trees: A Hierarchical Representation for 3-D Objects. | Olivier D. Faugeras, Jean Ponce |