← Authors

Jean Ponce

43 papers · 2008–2025 · 6 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (67) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (17) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (10) πŸ—ƒοΈ Keyword Collector (182) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (43) πŸ”₯ Unstoppable (13) πŸ“ˆ Trend Setter

Conferences

CVPR (17) ICCV (11) NIPS (7) ECCV (6) ICLR (1) JMLR (1)

Top co-authors

Minsu Cho (10) Cordelia Schmid (9) Julien Mairal (6) Jian Sun (5) Martial Hebert (5) Patrick PΓ©rez (5) Matthew Trager (5) Bumsub Ham (4) Francis Bach (4) Yann LeCun (3)

Keywords

multi-view geometry (5) camera geometry (4) unsupervised learning (4) epipolar geometry (4) object discovery (3) convolutional neural network (3) dictionary learning (3) image restoration (3) structure from motion (3) optical flow (3) matrix factorization (2) convex relaxation (2) image matching (2) online learning (2) image classification (2) graph matching (2) feature learning (2) self-supervised learning (2) sparse coding (2) representation learning (2)

Papers

A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations CVPR 2025
Dense Optical Tracking: Connecting the Dots CVPR 2024
WALDO: Future Video Synthesis Using Object Layer Decomposition and Parametric Flow Prediction ICCV 2023
An Image Quality Assessment Dataset for Portraits CVPR 2023
Active Learning Strategies for Weakly-Supervised Object Detection ECCV 2022
VICRegL: Self-Supervised Learning of Local Visual Features NIPS 2022
VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning ICLR 2022
Large-Scale Unsupervised Object Discovery NIPS 2021
Unsupervised Layered Image Decomposition Into Object Prototypes ICCV 2021
Lucas-Kanade Reloaded: End-to-End Super-Resolution From Raw Image Bursts ICCV 2021
Online Learning and Control of Complex Dynamical Systems from Sensory Input NIPS 2021
CCVS: Context-aware Controllable Video Synthesis NIPS 2021
Toward Unsupervised, Multi-Object Discovery in Large-Scale Image Collections ECCV 2020
A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding NIPS 2020
Minimal Solutions to Relative Pose Estimation From Two Views Sharing a Common Direction With Unknown Focal Length CVPR 2020
Learning to Compose Hypercolumns for Visual Correspondence ECCV 2020
End-to-end Interpretable Learning of Non-blind Image Deblurring ECCV 2020
Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration ECCV 2020
Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry CVPR 2019
Unsupervised Image Matching and Object Discovery as Optimization CVPR 2019
Hyperpixel Flow: Semantic Correspondence With Multi-Layer Neural Features ICCV 2019
An Efficient Solution to the Homography-Based Relative Pose Problem With a Common Reference Direction ICCV 2019
SFNet: Learning Object-Aware Semantic Correspondence CVPR 2019
On the Solvability of Viewing Graphs ECCV 2018
Kernel Square-Loss Exemplar Machines for Image Retrieval CVPR 2017
General Models for Rational Cameras and the Case of Two-Slit Projections CVPR 2017
SCNet: Learning Semantic Correspondence ICCV 2017
Proposal Flow CVPR 2016
Consistency of Silhouettes and Their Duals CVPR 2016
The Joint Image Handbook ICCV 2015
Learning a Convolutional Neural Network for Non-Uniform Motion Blur Removal CVPR 2015
Unsupervised Object Discovery and Localization in the Wild: Part-Based Matching With Bottom-Up Region Proposals CVPR 2015
Robust Image Filtering Using Joint Static and Dynamic Guidance CVPR 2015
Unsupervised Object Discovery and Tracking in Video Collections ICCV 2015
Weakly-Supervised Alignment of Video With Text ICCV 2015
Finding Matches in a Haystack: A Max-Pooling Strategy for Graph Matching in the Presence of Outliers CVPR 2014
Trinocular Geometry Revisited CVPR 2014
Learning to Estimate and Remove Non-uniform Image Blur CVPR 2013
Learning Discriminative Part Detectors for Image Classification and Cosegmentation ICCV 2013
Learning Graphs to Match ICCV 2013
Online Learning for Matrix Factorization and Sparse Coding JMLR 2010
Efficient Optimization for Discriminative Latent Class Models NIPS 2010
Supervised Dictionary Learning NIPS 2008