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Jégou, Hervé

  1. Billion-scale similarity search with GPUs
    2017/02/28 by Jeff Johnson, Matthijs Douze, Johnson, Jeff +3 · 5 voices · 301 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #cs.CV #cs.DB #cs.DS #cs.IR
  2. Emerging Properties in Self-Supervised Vision Transformers
    2021/04/29 by Caron, Mathilde, Touvron, Hugo, Misra, Ishan +4 · 796 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. Training data-efficient image transformers & distillation through attention
    2020/12/23 by Hugo Touvron, Matthieu Cord, Touvron, Hugo +9 · 316 citations
    Computer Science · #Currency Recognition and Detection
  4. Three things everyone should know about Vision Transformers
    2022/03/18 by Hugo Touvron, Matthieu Cord, Touvron, Hugo +7 · 6 voices · 6 citations
    #cs.CV
  5. Moshi: a speech-text foundation model for real-time dialogue
    2024/09/17 by Alexandre Défossez, Laurent Mazaré, Défossez, Alexandre +13 · 146 citations
    Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
  6. The Faiss library
    2024/01/16 by Matthijs Douze, Douze, Matthijs, Alexandr Guzhva +15 · 70 citations
    Computer Science · #Data Management and Algorithms #Constraint Satisfaction and Optimization #Advanced Database Systems and Queries
  7. DINOv3
    2025/08/13 by Siméoni, Oriane, Vo, Huy V., Seitzer, Maximilian +23 · 241 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Fixing the train-test resolution discrepancy
    2019/06/14 by Hugo Touvron, Touvron, Hugo, Andrea Vedaldi +6 · 2 voices · 20 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
  9. White-box vs Black-box: Bayes Optimal Strategies for Membership Inference
    2019/08/29 by Alexandre Sablayrolles, Sablayrolles, Alexandre, Matthijs Douze +7 · 27 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
  10. Going deeper with Image Transformers
    2021/03/31 by Touvron, Hugo, Cord, Matthieu, Sablayrolles, Alexandre +2 · 30 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. The Stable Signature: Rooting Watermarks in Latent Diffusion Models
    2023/03/27 by Pierre Fernandez, Fernandez, Pierre, Guillaume Couairon +7 · 40 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques
  12. LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
    2021/04/02 by Ben Graham, Graham, Ben, Alaaeldin El-Nouby +11 · 36 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Advanced Image and Video Retrieval Techniques
  13. Word Translation Without Parallel Data
    2017/10/11 by Conneau, Alexis, Lample, Guillaume, Ranzato, Marc'Aurelio +2 · 20 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. DeiT III: Revenge of the ViT
    2022/04/14 by Touvron, Hugo, Cord, Matthieu, Jégou, Hervé · 26 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Large Memory Layers with Product Keys
    2019/07/10 by Guillaume Lample, Lample, Guillaume, Alexandre Sablayrolles +7 · 22 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
  16. Spreading vectors for similarity search
    2018/06/08 by Alexandre Sablayrolles, Matthijs Douze, Sablayrolles, Alexandre +5 · 15 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
  17. Billion-scale semi-supervised learning for image classification
    2019/05/02 by I. Zeki Yalniz, Yalniz, I. Zeki, Hervé Jégou +7 · 1 voice · 4 citations
    #cs.CV
  18. Searching in one billion vectors: re-rank with source coding
    2011/02/18 by Hervé Jeǵou, Jégou, Hervé, Romain Tavenard +5 · 12 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Music and Audio Processing #Video Analysis and Summarization
  19. Gradient-based Adversarial Attacks against Text Transformers
    2021/04/15 by Chuan Guo, Guo, Chuan, Alexandre Sablayrolles +5 · 18 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  20. ResNet strikes back: An improved training procedure in timm
    2021/10/01 by Ross Wightman, Hugo Touvron, Wightman, Ross +3 · 20 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Watermarking Images in Self-Supervised Latent Spaces
    2021/12/17 by Pierre Fernandez, Fernandez, Pierre, Alexandre Sablayrolles +7 · 16 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection #Handwritten Text Recognition Techniques
  22. Particular object retrieval with integral max-pooling of CNN activations
    2015/11/18 by Giorgos Tolias, Tolias, Giorgos, Ronan Sicre +3 · 15 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
  23. ResMLP: Feedforward networks for image classification with data-efficient training
    2021/05/07 by Hugo Touvron, Touvron, Hugo, Piotr Bojanowski +19 · 14 citations
    Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
  24. Embodied AI Agents: Modeling the World
    2025/06/27 by Pascale Fung, Fung, Pascale, Yoram Bachrach +39 · 1 voice · 20 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
  25. Radioactive data: tracing through training
    2020/02/03 by Alexandre Sablayrolles, Sablayrolles, Alexandre, Matthijs Douze +5 · 8 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  26. Efficient softmax approximation for GPUs
    2016/09/14 by Grave, Edouard, Joulin, Armand, Cissé, Moustapha +2 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach
    2024/05/24 by Huy V. Vo, Vo, Huy V., Vasil Khalidov +23 · 1 voice · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
  28. MultiGrain: a unified image embedding for classes and instances
    2019/02/14 by Maxim Berman, Hervé Jeǵou, Berman, Maxim +7 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  29. And the Bit Goes Down: Revisiting the Quantization of Neural Networks
    2019/07/12 by Pierre Stock, Armand Joulin, Stock, Pierre +7 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Neural Networks and Applications #Neural Networks and Reservoir Computing
  30. Image Compression with Product Quantized Masked Image Modeling
    2022/12/14 by Alaaeldin El-Nouby, Matthew J. Muckley, El-Nouby, Alaaeldin +9 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  31. Circulant temporal encoding for video retrieval and temporal alignment
    2015/06/08 by Douze, Matthijs, Revaud, Jérôme, Verbeek, Jakob +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Polysemous codes
    2016/09/07 by Douze, Matthijs, Jégou, Hervé, Perronnin, Florent · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
  33. Understanding and Improving Kernel Local Descriptors
    2018/11/27 by Mukundan, Arun, Tolias, Giorgos, Bursuc, Andrei +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Fixing the train-test resolution discrepancy: FixEfficientNet
    2020/03/18 by Touvron, Hugo, Vedaldi, Andrea, Douze, Matthijs +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Augmenting Convolutional networks with attention-based aggregation
    2021/12/27 by Touvron, Hugo, Cord, Matthieu, El-Nouby, Alaaeldin +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Equi-normalization of Neural Networks
    2019/02/27 by Stock, Pierre, Graham, Benjamin, Gribonval, Rémi +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. Co-training 2L Submodels for Visual Recognition
    2022/12/09 by Hugo Touvron, Touvron, Hugo, Matthieu Cord +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition