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Ponce, Jean

  1. Learning a Convolutional Neural Network for Non-uniform Motion Blur Removal
    2015/03/02 by Jian Sun, Sun, Jian, Wenfei Cao +5 · 1 voice · 10 citations
    #cs.CV
  2. VICReg: Variance-Invariance-Covariance Regularization for\n Self-Supervised Learning
    2021/05/11 by Adrien Bardes, Jean Ponce, Bardes, Adrien +3 · 71 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  3. Revisiting Feature Prediction for Learning Visual Representations from Video
    2024/02/15 by Adrien Bardes, Bardes, Adrien, Quentin Garrido +13 · 70 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  4. SPair-71k: A Large-scale Benchmark for Semantic Correspondence
    2019/08/28 by Juhong Min, Jong‐Min Lee, Min, Juhong +5 · 13 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  5. VICRegL: Self-Supervised Learning of Local Visual Features
    2022/10/04 by Adrien Bardes, Juliana Rubio Ponce, Bardes, Adrien +3 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG)
  6. Unsupervised Object Discovery and Localization in the Wild: Part-based Matching with Bottom-up Region Proposals
    2015/01/25 by Minsu Cho, Cho, Minsu, Suha Kwak +5 · 6 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  7. Dense Optical Tracking: Connecting the Dots
    2023/12/01 by Guillaume Le Moing, Moing, Guillaume Le, Jean Ponce +3 · 9 citations
    Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Enhancement Techniques
  8. SFNet: Learning Object-aware Semantic Correspondence
    2019/04/03 by Lee, Junghyup, Kim, Dohyung, Ponce, Jean +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Residual Reinforcement Learning from Demonstrations
    2021/06/15 by Alakuijala, Minttu, Dulac-Arnold, Gabriel, Mairal, Julien +2 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Unsupervised Layered Image Decomposition into Object Prototypes
    2021/04/29 by Monnier, Tom, Vincent, Elliot, Ponce, Jean +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Toward unsupervised, multi-object discovery in large-scale image\n collections
    2020/07/06 by Huy V. Vo, Vo, Huy V., Patrick Pérez +3 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  12. MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features
    2023/07/24 by Bardes, Adrien, Ponce, Jean, LeCun, Yann · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Supervised Dictionary Learning
    2008/09/18 by Mairal, Julien, Bach, Francis, Ponce, Jean +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Proposal Flow: Semantic Correspondences from Object Proposals
    2017/03/21 by Ham, Bumsub, Cho, Minsu, Schmid, Cordelia +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. CCVS: Context-aware Controllable Video Synthesis
    2021/07/16 by Guillaume Le Moing, Moing, Guillaume Le, Jean Ponce +3 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  16. Proposal Flow
    2015/11/16 by Ham, Bumsub, Cho, Minsu, Schmid, Cordelia +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. SCNet: Learning Semantic Correspondence
    2017/05/11 by Han, Kai, Rezende, Rafael S., Ham, Bumsub +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features
    2019/08/18 by Min, Juhong, Lee, Jongmin, Ponce, Jean +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Large-Scale Unsupervised Object Discovery
    2021/06/12 by Vo, Huy V., Sizikova, Elena, Schmid, Cordelia +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Active Learning Strategies for Weakly-supervised Object Detection
    2022/07/25 by Vo, Huy V., Siméoni, Oriane, Gidaris, Spyros +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Convex Sparse Matrix Factorizations
    2008/12/10 by Bach, Francis, Mairal, Julien, Ponce, Jean · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Learning to Compose Hypercolumns for Visual Correspondence
    2020/07/21 by Juhong Min, Min, Juhong, Jong‐Min Lee +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  23. Learning Reward Functions for Robotic Manipulation by Observing Humans
    2022/11/16 by Alakuijala, Minttu, Dulac-Arnold, Gabriel, Mairal, Julien +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  24. Sparse Modeling for Image and Vision Processing
    2014/11/12 by Mairal, Julien, Bach, Francis, Ponce, Jean · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. Weakly-Supervised Alignment of Video With Text
    2015/05/22 by Bojanowski, Piotr, Lajugie, Rémi, Grave, Edouard +4 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Towards Real-World Focus Stacking with Deep Learning
    2023/11/29 by Alexandre Araujo, Araujo, Alexandre, Jean Ponce +3 · 2 citations
    Engineering · Computer Science · #Image Processing Techniques and Applications #Advanced Image Processing Techniques #Advanced Vision and Imaging
  27. Deformable kernel networks for guided depth map upsampling
    2019/03/27 by Kim, Beomjun, Ponce, Jean, Ham, Bumsub · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Weakly Supervised Action Labeling in Videos Under Ordering Constraints
    2014/07/04 by Piotr Bojanowski, Rémi Lajugie, Bojanowski, Piotr +11 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Analysis and Summarization
  29. Unsupervised Object Discovery and Tracking in Video Collections
    2015/05/14 by Suha Kwak, Kwak, Suha, Minsu Cho +7 · 1 citation
    Computer Science · #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging
  30. Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain Shift
    2024/07/10 by Elliot Vincent, Vincent, Elliot, Jean Ponce +3 · 2 citations
    Engineering · Computer Science · #Remote-Sensing Image Classification #Geochemistry and Geologic Mapping
  31. Congruences and Concurrent Lines in Multi-View Geometry
    2016/08/21 by Ponce, Jean, Sturmfels, Bernd, Trager, Matthew · 1 citation
    #Algebraic Geometry (math.AG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Symbolic Computation (cs.SC)
  32. High Dynamic Range and Super-Resolution from Raw Image Bursts
    2022/07/29 by Lecouat, Bruno, Eboli, Thomas, Ponce, Jean +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  33. Dual Perspectives on Non-Contrastive Self-Supervised Learning
    2025/06/18 by Ponce, Jean, Terver, Basile, Hebert, Martial +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)