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Touvron, Hugo

  1. LLaMA: Open and Efficient Foundation Language Models
    2023/02/27 by Hugo Touvron, Touvron, Hugo, Thibaut Lavril +26 · 5 voices · 2062 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
  2. Llama 2: Open Foundation and Fine-Tuned Chat Models
    2023/07/18 by Hugo Touvron, Touvron, Hugo, Louis Martin +139 · 3 voices · 1611 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
  3. The Llama 3 Herd of Models
    2024/07/31 by Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav +556 · 3311 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Emerging Properties in Self-Supervised Vision Transformers
    2021/04/29 by Mathilde Caron, Caron, Mathilde, Hugo Touvron +11 · 992 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Training data-efficient image transformers & distillation through attention
    2020/12/23 by Hugo Touvron, Matthieu Cord, Touvron, Hugo +9 · 389 citations
    Computer Science · #Currency Recognition and Detection
  6. Code Llama: Open Foundation Models for Code
    2023/08/24 by Baptiste Rozière, Rozière, Baptiste, Jonas Gehring +48 · 367 citations
    Computer Science · #Model-Driven Software Engineering Techniques #Advanced Database Systems and Queries #Semantic Web and Ontologies
  7. Three things everyone should know about Vision Transformers
    2022/03/18 by Hugo Touvron, Matthieu Cord, Touvron, Hugo +7 · 6 voices · 9 citations
    #cs.CV
  8. Going deeper with Image Transformers
    2021/03/31 by Touvron, Hugo, Cord, Matthieu, Sablayrolles, Alexandre +2 · 46 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
    2021/04/02 by Ben Graham, Graham, Ben, Alaaeldin El-Nouby +11 · 51 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Advanced Image and Video Retrieval Techniques
  10. Fixing the train-test resolution discrepancy
    2019/06/14 by Hugo Touvron, Andrea Vedaldi, Touvron, Hugo +6 · 2 voices · 22 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
  11. DeiT III: Revenge of the ViT
    2022/04/14 by Touvron, Hugo, Cord, Matthieu, Jégou, Hervé · 33 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. ResNet strikes back: An improved training procedure in timm
    2021/10/01 by Ross Wightman, Hugo Touvron, Wightman, Ross +3 · 23 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)
  13. ResMLP: Feedforward networks for image classification with data-efficient training
    2021/05/07 by Hugo Touvron, Touvron, Hugo, Piotr Bojanowski +19 · 20 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
  14. XCiT: Cross-Covariance Image Transformers
    2021/06/17 by Alaaeldin El-Nouby, Hugo Touvron, El-Nouby, Alaaeldin +19 · 14 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  15. 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 · 13 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
  16. Are Large-scale Datasets Necessary for Self-Supervised Pre-training?
    2021/12/20 by Alaaeldin El-Nouby, El-Nouby, Alaaeldin, Gautier Izacard +8 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  17. 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)
  18. 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
  19. Co-training 2L Submodels for Visual Recognition
    2022/12/09 by Hugo Touvron, Matthieu Cord, Touvron, Hugo +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