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

Toward a surface primal sketch. - Jean Ponce; J. Michael Brady (ICRA, 1985)

Describing surfaces. - Michael Brady 001; Jean Ponce; Alan L. Yuille; Haruo Asada (Comput. Vis. Graph. Image Process., 1985)

Localized intersections computation for solid modelling with straight homogenous generalized cylinders. - Jean Ponce; David M. Chelberg (ICRA, 1987)

An object centered hierarchical representation for 3D objects: The prism tree. - Jean Ponce; Olivier D. Faugeras (Comput. Vis. Graph. Image Process., 1987)

Finding the limbs and cusps of generalized cylinders. - Jean Ponce; David M. Chelberg (Int. J. Comput. Vis., 1988)

Invariant Properties of Straight Homogeneous Generalized Cylinders and Their Contours. - Jean Ponce; David M. Chelberg; Wallace B. Mann (IEEE Trans. Pattern Anal. Mach. Intell., 1989)

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

On characterizing ribbons and finding skewed symmetries. - Jean Ponce (Comput. Vis. Graph. Image Process., 1990)

Computing exact aspect graphs of curved objects: Solids of revolution. - David J. Kriegman; Jean Ponce (Int. J. Comput. Vis., 1990)

Straight homogeneous generalized cylinders: Differential geometry and uniqueness results. - Jean Ponce (Int. J. Comput. Vis., 1990)

On Recognizing and Positioning Curved 3-D Objects from Image Contours. - David J. Kriegman; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 1990)

A New Curve Tracing Algorithm and Some Applications. - David J. Kriegman; Jean Ponce (Curves and Surfaces, 1991)

On computing two-finger force-closure grasps of curved 2D objects. - Bernard Faverjon; Jean Ponce (ICRA, 1991)

Parametrizing and fitting bounded algebraic curves and surfaces. - Gabriel Taubin; Fernando Cukierman; Steve Sullivan; Jean Ponce; David J. Kriegman (CVPR, 1992)

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

An algebraic approach to line-drawing analysis in the presence of uncertainty. - Jean Ponce; Ilan Shimshoni (ICRA, 1992)

A System For Planning And Executing Two-finger Force-Closure Grasps Of Curved 2D Objects. - Darrell Stam; Jean Ponce; Bernard Faverjon (IROS, 1992)

On using CAD models to compute the pose of curved 3D objects. - Jean Ponce; Anthony Hoogs; David J. Kriegman (CVGIP Image Underst., 1992)

Computing exact aspect graphs of curved objects: Algebraic surfaces. - Sylvain Petitjean; Jean Ponce; David J. Kriegman (Int. J. Comput. Vis., 1992)

Reconstruction of HOT curves from image sequences. - David J. Kriegman; B. Vijayakumar; 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)

On Characterizing and Computing Three- and Four-Finger Force-Closure Grasps of Polyhedral Objects. - Jean Ponce; Steve Sullivan; Jean-Daniel Boissonnat; Jean-Pierre Merlet (ICRA (2), 1993)

On Computing Two-Finger Force-Closure Grasps of Curved 2D Objects. - Jean Ponce; Darrell Stam; Bernard Faverjon (Int. J. Robotics Res., 1993)

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)

Analytical Methods for Uncalibrated Stereo and Motion Reconstruction. - Jean Ponce; David H. Marimont; Todd A. Cass (ECCV (1), 1994)

Geometric Methods for Relative Reconstruction from Weakly Calibrated Images. - Jean Ponce; David H. Marimont; Todd A. Cass (ICRA, 1994)

Report on the 1995 Workshop on 3-D Object Representations in Computer Vision. - Martial Hebert; Jean Ponce; Terrance E. Boult; Ari D. Gross (Object Representation in Computer Vision, 1994)

Representations for Recognizing Complex Curved 3D Objects. - David J. Kriegman; Jean Ponce (Object Representation in Computer Vision, 1994)

Using Geometric Distance Fits for 3-D Object Modeling and Recognition. - Steve Sullivan; Lorraine Sandford; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 1994)

Parameterized Families of Polynomials for Bounded Algebraic Curve and Surface Fitting. - Gabriel Taubin; Fernando Cukierman; Steve Sullivan; Jean Ponce; David J. Kriegman (IEEE Trans. Pattern Anal. Mach. Intell., 1994)

On reconstructing Curved Object Boundaries from Sparse Sets of X-Ray Images. - Steve Sullivan; J. Alison Noble; Jean Ponce (CVRMed, 1995)

New Techniques for Computing Four-Finger-Force-Closure Grasps of Polyhedral Objects. - Attawith Sudsang; Jean Ponce (ICRA, 1995)

On computing three-finger force-closure grasps of polygonal objects. - Jean Ponce; Bernard Faverjon (IEEE Trans. Robotics Autom., 1995)

Structure and motion of curved 3D objects from monocular silhouettes. - B. Vijayakumar; David J. Kriegman; Jean Ponce (CVPR, 1996)

Report on the 1996 International Workshop on Object Representation in Computer Vision. - Jean Ponce; Martial Hebert; Andrew Zisserman (Object Representation in Computer Vision, 1996)

On planning immobilizing fixtures for three-dimensional polyhedral parts. - Jean Ponce (ICRA, 1996)

In-hand manipulation: geometry and algorithms. - Attawith Sudsang; Jean Ponce (IROS, 1997)

On planning immobilizing grasps for a reconfigurable gripper. - Attawith Sudsang; Narayan Srinivasa; Jean Ponce (IROS, 1997)

Grasping and in-hand manipulation: experiments with a reconfigurable gripper. - Attawith Sudsang; Jean Ponce; Narayan Srinivasa (Adv. Robotics, 1997)

On Computing Aspect Graphs of Smooth Shapes from Volumetric Data. - J. Alison Noble; Dale L. Wilson; Jean Ponce (Comput. Vis. Image Underst., 1997)

Recovering the Shape of Polyhedra Using Line-Drawing Analysis and Complex Reflectance Models. - Ilan Shimshoni; Jean Ponce (Comput. Vis. Image Underst., 1997)

On Computing Four-Finger Equilibrium and Force-Closure Grasps of Polyhedral Objects. - Jean Ponce; Steve Sullivan; Attawith Sudsang; Jean-Daniel Boissonnat; Jean-Pierre Merlet (Int. J. Robotics Res., 1997)

Hot curves for modelling and recognition of smooth curved 3D objects. - Tanuja Joshi; B. Vijayakumar; David J. Kriegman; Jean Ponce (Image Vis. Comput., 1997)

Finite-Resolution Aspect Graphs of Polyhedral Objects. - Ilan Shimshoni; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 1997)

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

Automatic Model Construction, Pose Estimation, and Object Recognition from Photographs using Triangular Splines. - Steve Sullivan; Jean Ponce (ICCV, 1998)

On Grasping and Manipulating Polygonal Objects with Disc-Shaped Robots in the Plane. - Attawith Sudsang; Jean Ponce (ICRA, 1998)

Invariant-Based Recognition of Complex Curved 3D Objects from Image Contours. - B. Vijayakumar; David J. Kriegman; Jean Ponce (Comput. Vis. Image Underst., 1998)

Epipolar Geometry and Linear Subspace Methods: A New Approach to Weak Calibration. - Jean Ponce; Yakup Genc (Int. J. Comput. Vis., 1998)

Automatic Model Construction and Pose Estimation From Photographs Using Triangular Splines. - Steve Sullivan; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 1998)

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 (CVPR, 1999)

Point- and Line-Based Parameterized Image Varieties for Image-Based Rendering. - Yakup Genc; Jean Ponce (Workshop on Vision Algorithms, 1999)

On Manipulating Polygonal Objects with Three 2-DOF Robots in the Plane. - Attawith Sudsang; Jean Ponce; Mark Hyman; David J. Kriegman (ICRA, 1999)

Shape Models and Object Recognition. - Jean Ponce; Martha Cepeda; Sung-Il Pae; Steve Sullivan (Shape, Contour and Grouping in Computer Vision, 1999)

Structure and Motion Estimation from Dynamic Silhouettes under Perspective Projection. - Tanuja Joshi; Narendra Ahuja; Jean Ponce (Int. J. Comput. Vis., 1999)

Duals, Invariants, and the Recognition of Smooth Objects from their Occlucing Contours. - David Renaudie; David J. Kriegman; Jean Ponce (ECCV (1), 2000)

A Reconfigurable Parts Feeder with an Array of Pins. - Sebastien J. Blind; Christopher C. McCullough; Srinivas Akella; Jean Ponce (ICRA, 2000)

Constructing Geometric Object Models from Images. - Jean Ponce; Yakup Genc; Steve Sullivan (ICRA, 2000)

A New Approach to Motion Planning for Disc-Shaped Robots Manipulating a Polygonal Object in the Plane. - Attawith Sudsang; Jean Ponce (ICRA, 2000)

On Computing Metric Upgrades of Projective Reconstructions Under the Rectangular Pixel Assumption. - Jean Ponce (SMILE, 2000)

Panel Session on Computations and Algorithms. - Bill Triggs; David Nistér; Ken-ichi Kanatani; Jean Ponce; Zhengyou Zhang (SMILE, 2000)

Probabilistic 3D Object Recognition. - Ilan Shimshoni; Jean Ponce (Int. J. Comput. Vis., 2000)

On Computing Exact Visual Hulls of Solids Bounded by Smooth Surfaces. - Svetlana Lazebnik; Edmond Boyer; Jean Ponce (CVPR (1), 2001)

Provably-Convergent Iterative Methods for Projective Structure from Motion. - Shyjan Mahamud; Martial Hebert; Yasuhiro Omori; Jean Ponce (CVPR (1), 2001)

An implemented planner for manipulating a polygonal object in the plane with three disc-shaped mobile robots. - Attawith Sudsang; Fred Rothganger; Jean Ponce (IROS, 2001)

Image-Based Rendering Using Parameterized Image Varieties. - Yakup Genc; Jean Ponce (Int. J. Comput. Vis., 2001)

On Computing Structural Changes in Evolving Surfaces and their Appearance. - Sung-Il Pae; Jean Ponce (Int. J. Comput. Vis., 2001)

Manipulating Parts with an Array of Pins: A Method and a Machine. - Sebastien J. Blind; Christopher C. McCullough; Srinivas Akella; Jean Ponce (Int. J. Robotics Res., 2001)

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 (ECCV (3), 2002)

Motion planning for disc-shaped robots pushing a polygonal object in the plane. - Attawith Sudsang; Fredrick H. Rothganger; Jean Ponce (IEEE Trans. Robotics Autom., 2002)

A Sparse Texture Representation Using Affine-Invariant Regions. - Svetlana Lazebnik; Cordelia Schmid; Jean Ponce (CVPR (2), 2003)

3D Object Modeling and Recognition Using Affine-Invariant Patches and Multi-View Spatial Constraints. - Fred Rothganger; Svetlana Lazebnik; Cordelia Schmid; Jean Ponce (CVPR (2), 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)

Semi-Local Affine Parts for Object Recognition. - Svetlana Lazebnik; Cordelia Schmid; Jean Ponce (BMVC, 2004)

Structure and Motion from Images of Smooth Textureless Objects. - Yasutaka Furukawa; Amit Sethi; Jean Ponce; David J. Kriegman (ECCV (2), 2004)

Guest Editorial: Computer Vision Research at the Beckman Institute for Advanced Science and Technology. - Jean Ponce (Int. J. Comput. Vis., 2004)

Editorial. - Jean Ponce (Int. J. Comput. Vis., 2004)

Curve and Surface Duals and the Recognition of Curved 3D Objects from their Silhouettes. - Amit Sethi; David Renaudie; David J. Kriegman; Jean Ponce (Int. J. Comput. Vis., 2004)

Finding Glass. - Kenton McHenry; Jean Ponce; David A. Forsyth (CVPR (2), 2005)

On the Absolute Quadratic Complex and Its Application to Autocalibration. - Jean Ponce; Kenton McHenry; Théodore Papadopoulo; Monique Teillaud; Bill Triggs (CVPR (1), 2005)

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

Carved visual hulls for high-accuracy image-based modeling. - Yasutaka Furukawa; Jean Ponce (SIGGRAPH Sketches, 2005)

The Local Projective Shape of Smooth Surfaces and Their Outlines. - Svetlana Lazebnik; Jean Ponce (Int. J. Comput. Vis., 2005)

A Sparse Texture Representation Using Local Affine Regions. - Svetlana Lazebnik; Cordelia Schmid; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

A Discriminative Framework for Texture and Object Recognition Using Local Image Features. - Svetlana Lazebnik; Cordelia Schmid; Jean Ponce (Toward Category-Level Object Recognition, 2006)

Dataset Issues in Object Recognition. - Jean Ponce; Tamara L. Berg; Mark Everingham; David A. Forsyth; Martial Hebert; Svetlana Lazebnik; Marcin Marszalek; Cordelia Schmid; Bryan C. Russell; Antonio Torralba 001; Christopher K. I. Williams; Jianguo Zhang 001; et al. (Toward Category-Level Object Recognition, 2006)

3D Object Modeling and Recognition from Photographs and Image Sequences. - Fred Rothganger; Svetlana Lazebnik; Cordelia Schmid; Jean Ponce (Toward Category-Level Object Recognition, 2006)

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories. - Svetlana Lazebnik; Cordelia Schmid; Jean Ponce (CVPR (2), 2006)

A Geodesic Active Contour Framework for Finding Glass. - Kenton McHenry; Jean Ponce (CVPR (1), 2006)

Modeling 3D Objects from Stereo Views and Recognizing Them in Photographs. - Akash Kushal; Jean Ponce (ECCV (2), 2006)

Audio-Visual Speaker Localization Using Graphical Models. - Akash Kushal; Mandar Rahurkar; Li Fei-Fei 001; Jean Ponce; Thomas S. Huang (ICPR (1), 2006)

3D Object Modeling and Recognition Using Local Affine-Invariant Image Descriptors and Multi-View Spatial Constraints. - Fred Rothganger; Svetlana Lazebnik; Cordelia Schmid; Jean Ponce (Int. J. Comput. Vis., 2006)

Robust Structure and Motion from Outlines of Smooth Curved Surfaces. - Yasutaka Furukawa; Amit Sethi; Jean Ponce; David J. Kriegman (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

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, 2007)

Projective Visual Hulls. - Svetlana Lazebnik; Yasutaka Furukawa; Jean Ponce (Int. J. Comput. Vis., 2007)

Segmenting, Modeling, and Matching Video Clips Containing Multiple Moving Objects. - Fred Rothganger; Svetlana Lazebnik; Cordelia Schmid; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Capturing a Convex Object With Three Discs. - Jeff Erickson 001; Shripad Thite; Fred Rothganger; Jean Ponce (IEEE Trans. Robotics, 2007)

Segmentation by transduction. - Olivier Duchenne; Jean-Yves Audibert; Renaud Keriven; Jean Ponce; Florent Ségonne (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 (CVPR, 2008)

Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation. - Julien Mairal; Marius Leordeanu; Francis R. Bach; Martial Hebert; Jean Ponce (ECCV (3), 2008)

Supervised Dictionary Learning. - Julien Mairal; Francis R. Bach; Jean Ponce; Guillermo Sapiro; Andrew Zisserman (NIPS, 2008)

Convex Sparse Matrix Factorizations - Francis R. Bach; Julien Mairal; Jean Ponce (CoRR, 2008)

Dense 3D motion capture for human faces. - Yasutaka Furukawa; Jean Ponce (CVPR, 2009)

Vanishing point detection for road detection. - Hui Kong 001; Jean-Yves Audibert; Jean Ponce (CVPR, 2009)

What is a camera? - Jean Ponce (CVPR, 2009)

Automatic annotation of human actions in video. - Olivier Duchenne; Ivan Laptev; Josef Sivic; Francis R. Bach; Jean Ponce (ICCV, 2009)

Non-local sparse models for image restoration. - Julien Mairal; Francis R. Bach; Jean Ponce; Guillermo Sapiro; Andrew Zisserman (ICCV, 2009)

Online dictionary learning for sparse coding. - Julien Mairal; Francis R. Bach; Jean Ponce; Guillermo Sapiro (ICML, 2009)

Carved Visual Hulls for Image-Based Modeling. - Yasutaka Furukawa; Jean Ponce (Int. J. Comput. Vis., 2009)

Accurate Camera Calibration from Multi-View Stereo and Bundle Adjustment. - Yasutaka Furukawa; Jean Ponce (Int. J. Comput. Vis., 2009)

Combining Multi-view Stereo and Bundle Adjustment for Accurate Camera Calibration. - Yasutaka Furukawa; Jean Ponce (Image and Geometry Processing for 3-D Cinematography, 2010)

Dense 3D Motion Capture from Synchronized Video Streams. - Yasutaka Furukawa; Jean Ponce (Image and Geometry Processing for 3-D Cinematography, 2010)

Sparse coding and dictionary learning for image understanding. - Jean Ponce (BMVC, 2010)

Admissible linear map models of linear cameras. - Guillaume Batog; Xavier Goaoc; Jean Ponce (CVPR, 2010)

Learning mid-level features for recognition. - Y-Lan Boureau; Francis R. Bach; Yann LeCun; Jean Ponce (CVPR, 2010)

Discriminative clustering for image co-segmentation. - Armand Joulin; Francis R. Bach; Jean Ponce (CVPR, 2010)

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

Efficient Optimization for Discriminative Latent Class Models. - Armand Joulin; Francis R. Bach; Jean Ponce (NIPS, 2010)

Online Learning for Matrix Factorization and Sparse Coding. - Julien Mairal; Francis R. Bach; Jean Ponce; Guillermo Sapiro (J. Mach. Learn. Res., 2010)

Accurate, Dense, and Robust Multiview Stereopsis. - Yasutaka Furukawa; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Detecting Abandoned Objects With a Moving Camera. - Hui Kong 001; Jean-Yves Audibert; Jean Ponce (IEEE Trans. Image Process., 2010)

General Road Detection From a Single Image. - Hui Kong 001; Jean-Yves Audibert; Jean Ponce (IEEE Trans. Image Process., 2010)

Sparse image representation with epitomes. - Louise Benoît; Julien Mairal; Francis R. Bach; Jean Ponce (CVPR, 2011)

Ask the locals: Multi-way local pooling for image recognition. - Y-Lan Boureau; Nicolas Le Roux; Francis R. Bach; Jean Ponce; Yann LeCun (ICCV, 2011)

A graph-matching kernel for object categorization. - Olivier Duchenne; Armand Joulin; Jean Ponce (ICCV, 2011)

Automatic alignment of paintings and photographs depicting a 3D scene. - Bryan C. Russell; Josef Sivic; Jean Ponce; Helene Dessales (ICCV Workshops, 2011)

Dictionary Learning for Deblurring and Digital Zoom - Florent Couzinie-Devy; Julien Mairal; Francis R. Bach; Jean Ponce (CoRR, 2011)

A Tensor-Based Algorithm for High-Order Graph Matching. - Olivier Duchenne; Francis R. Bach; In-So Kweon; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Computer Vision - A Modern Approach, Second Edition. - David A. Forsyth; Jean Ponce (Pitman, 2012)

Multi-class cosegmentation. - Armand Joulin; Francis R. Bach; Jean Ponce (CVPR, 2012)

Non-uniform Deblurring for Shaken Images. - Oliver Whyte; Josef Sivic; Andrew Zisserman; Jean Ponce (Int. J. Comput. Vis., 2012)

Task-Driven Dictionary Learning. - Julien Mairal; Francis R. Bach; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Learning to Estimate and Remove Non-uniform Image Blur. - Florent Couzinie-Devy; Jian Sun 009; Karteek Alahari; Jean Ponce (CVPR, 2013)

Finding Actors and Actions in Movies. - Piotr Bojanowski; Francis R. Bach; Ivan Laptev; Jean Ponce; Cordelia Schmid; Josef Sivic (ICCV, 2013)

Learning Graphs to Match. - Minsu Cho; Karteek Alahari; Jean Ponce (ICCV, 2013)

Learning Discriminative Part Detectors for Image Classification and Cosegmentation. - Jian Sun 009; Jean Ponce (ICCV, 2013)

Efficient, blind, spatially-variant deblurring for shaken images. - Oliver Whyte; Josef Sivic; Andrew Zisserman; Jean Ponce (Motion Deblurring, 2014)

Finding Matches in a Haystack: A Max-Pooling Strategy for Graph Matching in the Presence of Outliers. - Minsu Cho; Jian Sun 009; Olivier Duchenne; Jean Ponce (CVPR, 2014)

Trinocular Geometry Revisited. - Jean Ponce; Martial Hebert (CVPR, 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 (ECCV (5), 2014)

On Image Contours of Projective Shapes. - Jean Ponce; Martial Hebert (ECCV (4), 2014)

Sparse Modeling for Image and Vision Processing. - Julien Mairal; Francis R. Bach; Jean Ponce (Found. Trends Comput. Graph. Vis., 2014)

Unsupervised object discovery and localization in the wild: Part-based matching with bottom-up region proposals. - Minsu Cho; Suha Kwak; Cordelia Schmid; Jean Ponce (CVPR, 2015)

Robust image filtering using joint static and dynamic guidance. - Bumsub Ham; Minsu Cho; Jean Ponce (CVPR, 2015)

Learning a convolutional neural network for non-uniform motion blur removal. - Jian Sun 009; Wenfei Cao; Zongben Xu; Jean Ponce (CVPR, 2015)

Weakly-Supervised Alignment of Video with Text. - Piotr Bojanowski; Rémi Lajugie; Edouard Grave; Francis R. Bach; Ivan Laptev; Jean Ponce; Cordelia Schmid (ICCV, 2015)

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

The Joint Image Handbook. - Matthew Trager; Martial Hebert; Jean Ponce (ICCV, 2015)

Unsupervised object discovery and localization in images and videos. - Minsu Cho; Suha Kwak; Ivan Laptev; Cordelia Schmid; Jean Ponce (URAI, 2015)

Proposal Flow. - Bumsub Ham; Minsu Cho; Cordelia Schmid; Jean Ponce (CVPR, 2016)

Consistency of Silhouettes and Their Duals. - Matthew Trager; Martial Hebert; Jean Ponce (CVPR, 2016)

Learning Dictionary of Discriminative Part Detectors for Image Categorization and Cosegmentation. - Jian Sun 009; Jean Ponce (Int. J. Comput. Vis., 2016)

Trinocular Geometry Revisited. - Matthew Trager; Jean Ponce; Martial Hebert (Int. J. Comput. Vis., 2016)

Kernel Square-Loss Exemplar Machines for Image Retrieval. - Rafael S. Rezende; Joaquin Zepeda; Jean Ponce; Francis R. Bach; Patrick Pérez (CVPR, 2017)

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

SCNet: Learning Semantic Correspondence. - Kai Han 001; Rafael S. Rezende; Bumsub Ham; Kwan-Yee K. Wong; Minsu Cho; Cordelia Schmid; Jean Ponce (ICCV, 2017)

Congruences and concurrent lines in multi-view geometry. - Jean Ponce; Bernd Sturmfels; Matthew Trager (Adv. Appl. Math., 2017)

On the Solvability of Viewing Graphs. - Matthew Trager; Brian Osserman; Jean Ponce (ECCV (16), 2018)

Dijkstra Model for Stereo-Vision Based Road Detection: A Non-Parametric Method. - Yigong Zhang; Jian Yang 003; Jean Ponce; Hui Kong 001 (ICRA, 2018)

Robust Guided Image Filtering Using Nonconvex Potentials. - Bumsub Ham; Minsu Cho; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Proposal Flow: Semantic Correspondences from Object Proposals. - Bumsub Ham; Minsu Cho; Cordelia Schmid; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

When Dijkstra Meets Vanishing Point: A Stereo Vision Approach for Road Detection. - Yigong Zhang; Yingna Su; Jian Yang 003; Jean Ponce; Hui Kong 001 (IEEE Trans. Image Process., 2018)

SFNet: Learning Object-Aware Semantic Correspondence. - Junghyup Lee; Dohyung Kim 006; Jean Ponce; Bumsub Ham (CVPR, 2019)

Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry. - Matthew Trager; Martial Hebert; Jean Ponce (CVPR, 2019)

Unsupervised Image Matching and Object Discovery as Optimization. - Huy V. Vo; Francis R. Bach; Minsu Cho; Kai Han 001; Yann LeCun; Patrick Pérez; Jean Ponce (CVPR, 2019)

An Efficient Solution to the Homography-Based Relative Pose Problem With a Common Reference Direction. - Yaqing Ding 001; Jian Yang 003; Jean Ponce; Hui Kong 001 (ICCV, 2019)

Hyperpixel Flow: Semantic Correspondence With Multi-Layer Neural Features. - Juhong Min; Jongmin Lee 005; Jean Ponce; Minsu Cho (ICCV, 2019)

Build your own hybrid thermal/EO camera for autonomous vehicle. - Yigong Zhang; Yicheng Gao; Shuo Gu; Yubin Guo; Minghao Liu 003; Zezhou Sun; Zhixing Hou; Hang Yang; Ying Wang 007; Jian Yang 003; Jean Ponce; Hui Kong 001 (ICRA, 2019)

Deformable kernel networks for guided depth map upsampling. - Beomjun Kim; Jean Ponce; Bumsub Ham (CoRR, 2019)

SPair-71k: A Large-scale Benchmark for Semantic Correspondence. - Juhong Min; Jongmin Lee 005; Jean Ponce; Minsu Cho (CoRR, 2019)

Revisiting Non Local Sparse Models for Image Restoration. - Bruno Lecouat; Jean Ponce; Julien Mairal (CoRR, 2019)

Minimal Solutions to Relative Pose Estimation From Two Views Sharing a Common Direction With Unknown Focal Length. - Yaqing Ding 001; Jian Yang 003; Jean Ponce; Hui Kong 001 (CVPR, 2020)

End-to-end Interpretable Learning of Non-blind Image Deblurring. - Thomas Eboli; Jian Sun 009; Jean Ponce (ECCV (17), 2020)

Fully Trainable and Interpretable Non-local Sparse Models for Image Restoration. - Bruno Lecouat; Jean Ponce; Julien Mairal (ECCV (22), 2020)

Learning to Compose Hypercolumns for Visual Correspondence. - Juhong Min; Jongmin Lee 005; Jean Ponce; Minsu Cho (ECCV (15), 2020)

Toward Unsupervised, Multi-object Discovery in Large-Scale Image Collections. - Huy V. Vo; Patrick Pérez; Jean Ponce (ECCV (23), 2020)

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

Structured and Localized Image Restoration. - Thomas Eboli; Alex Nowak-Vila; Jian Sun 009; Francis R. Bach; Jean Ponce; Alessandro Rudi (CoRR, 2020)

Designing and Learning Trainable Priors with Non-Cooperative Games. - Bruno Lecouat; Jean Ponce; Julien Mairal (CoRR, 2020)

Localizing Objects with Self-supervised Transformers and no Labels. - Oriane Siméoni; Gilles Puy; Huy V. Vo; Simon Roburin; Spyros Gidaris; Andrei Bursuc; Patrick Pérez; Renaud Marlet; Jean Ponce (BMVC, 2021)

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

Unsupervised Layered Image Decomposition into Object Prototypes. - Tom Monnier; Elliot Vincent; Jean Ponce; Mathieu Aubry (ICCV, 2021)

Equality Constrained Differential Dynamic Programming. - Sarah El Kazdadi; Justin Carpentier; Jean Ponce (ICRA, 2021)

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

CCVS: Context-aware Controllable Video Synthesis. - Guillaume Le Moing; Jean Ponce; Cordelia Schmid (NeurIPS, 2021)

Large-Scale Unsupervised Object Discovery. - Huy V. Vo; Elena Sizikova; Cordelia Schmid; Patrick Pérez; Jean Ponce (NeurIPS, 2021)

Aliasing is your Ally: End-to-End Super-Resolution from Raw Image Bursts. - Bruno Lecouat; Jean Ponce; Julien Mairal (CoRR, 2021)

Learning to Jointly Deblur, Demosaick and Denoise Raw Images. - Thomas Eboli; Jian Sun; Jean Ponce (CoRR, 2021)

NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results. - Goutam Bhat; Martin Danelljan; Radu Timofte; Kazutoshi Akita; Wooyeong Cho; Haoqiang Fan; Lanpeng Jia; Daeshik Kim; Bruno Lecouat; Youwei Li; Shuaicheng Liu; Ziluan Liu; et al. (CoRR, 2021)

Residual Reinforcement Learning from Demonstrations. - Minttu Alakuijala; Gabriel Dulac-Arnold; Julien Mairal; Jean Ponce; Cordelia Schmid (CoRR, 2021)

Deformable Kernel Networks for Joint Image Filtering. - Beomjun Kim; Jean Ponce; Bumsub Ham (Int. J. Comput. Vis., 2021)

Active Learning Strategies for Weakly-Supervised Object Detection. - Huy V. Vo; Oriane Siméoni; Spyros Gidaris; Andrei Bursuc; Patrick Pérez; Jean Ponce (ECCV (30), 2022)

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

Assembly Planning from Observations under Physical Constraints. - Thomas Chabal; Robin Strudel; Etienne Arlaud; Jean Ponce; Cordelia Schmid (IROS, 2022)

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

Homography-Based Minimal-Case Relative Pose Estimation With Known Gravity Direction. - Yaqing Ding 001; Jian Yang 003; Jean Ponce; Hui Kong 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Learning Semantic Correspondence Exploiting an Object-Level Prior. - Junghyup Lee; Dohyung Kim 006; Wonkyung Lee; Jean Ponce; Bumsub Ham (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

High dynamic range and super-resolution from raw image bursts. - Bruno Lecouat; Thomas Eboli; Jean Ponce; Julien Mairal (ACM Trans. Graph., 2022)

Leveraging Proximal Optimization for Differentiating Optimal Control Solvers. - Oumayma Bounou; Jean Ponce; Justin Carpentier (CDC, 2023)

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

Combining Multi-Spectral Data With Statistical and Deep-Learning Models for Improved Exoplanet Detection in Direct Imaging at High Contrast. - Olivier Flasseur; Théo Bodrito; Julien Mairal; Jean Ponce; Maud Langlois; Anne-Marie Lagrange (EUSIPCO, 2023)

WALDO: Future Video Synthesis using Object Layer Decomposition and Parametric Flow Prediction. - Guillaume Le Moing; Jean Ponce; Cordelia Schmid (ICCV, 2023)

Learning Reward Functions for Robotic Manipulation by Observing Humans. - Minttu Alakuijala; Gabriel Dulac-Arnold; Julien Mairal; Jean Ponce; Cordelia Schmid (ICRA, 2023)

A minimum swept-volume metric structure for configuration space. - Yann de Mont-Marin; Jean Ponce; Jean-Paul Laumond (ICRA, 2023)

Revisiting Deformable Convolution for Depth Completion. - Xinglong Sun; Jean Ponce; Yu-Xiong Wang (IROS, 2023)

Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based Approach. - Elliot Vincent; Jean Ponce; Mathieu Aubry (CoRR, 2023)

MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features. - Adrien Bardes; Jean Ponce; Yann LeCun (CoRR, 2023)

Towards Real-World Focus Stacking with Deep Learning. - Alexandre Araujo; Jean Ponce; Julien Mairal (CoRR, 2023)

Fine Dense Alignment of Image Bursts through Camera Pose and Depth Estimation. - Bruno Lecouat; Yann Dubois de Mont-Marin; Théo Bodrito; Julien Mairal; Jean Ponce (CoRR, 2023)

Learning System Dynamics from Sensory Input under Optimal Control Principles. - Oumayma Bounou; Jean Ponce; Justin Carpentier (CDC, 2024)

Dense Optical Tracking: Connecting the Dots. - Guillaume Le Moing; Jean Ponce; Cordelia Schmid (CVPR, 2024)

PICNIQ: Pairwise Comparisons for Natural Image Quality Assessment. - Nicolas Chahine; Sira Ferradans; Jean Ponce (CoRR, 2024)

Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain Shift. - Elliot Vincent; Jean Ponce; Mathieu Aubry (CoRR, 2024)

MODEL&CO: Exoplanet detection in angular differential imaging by learning across multiple observations. - Théo Bodrito; Olivier Flasseur; Julien Mairal; Jean Ponce; Maud Langlois; Anne-Marie Lagrange (CoRR, 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 (Trans. Mach. Learn. Res., 2024)

Online 3D Scene Reconstruction Using Neural Object Priors. - Thomas Chabal; Shizhe Chen; Jean Ponce; Cordelia Schmid (3DV, 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 (CVPR, 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 Workshops, 2025)

Generalized portrait quality assessment. - Nicolas Chahine; Sira Ferradans; Javier Vazquez-Corral; Jean Ponce (Pattern Recognit. Lett., 2025)

Dual Perspectives on Non-Contrastive Self-Supervised Learning. - Jean Ponce; Martial Hebert; Basile Terver (CoRR, 2025)

FACap: A Large-scale Fashion Dataset for Fine-grained Composed Image Retrieval. - François Gardères; Shizhe Chen; Camille-Sovanneary Gauthier; Jean Ponce (CoRR, 2025)