Jean Ponce

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

Achievements

+11 more ↓

🏃 Academic Marathon (17) 🌍 Conference Polyglot (6) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14)

🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (17) 🏆 Keyword Champion (2) 🤝 Dynamic Duo (10) 🗃️ Keyword Collector (182) ⚡ Prolific Year (5) 🚀 Conference Pioneer 💎 Century Club (43) 🔥 Unstoppable (13) 📈 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 Pérez (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