Duval, Quentin
- Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
2023/01/19 by Mahmoud Assran, Quentin Duval, Assran, Mahmoud +14 · 8 voices · 207 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #Advanced Neural Network Applications
- Movie Gen: A Cast of Media Foundation Models
2024/10/17 by Adam Polyak, Amit Zohar, Polyak, Adam +164 · 152 citations
Economics, Econometrics and Finance · #Cinema and Media Studies
- Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning
2023/11/17 by Rohit Girdhar, Mannat Singh, Girdhar, Rohit +17 · 31 citations
Computer Science · Social Sciences · #Video Analysis and Summarization #Digital Games and Media #Generative Adversarial Networks and Image Synthesis
- FACET: Fairness in Computer Vision Evaluation Benchmark
2023/08/31 by Laura Gustafson, Chloe Rolland, Gustafson, Laura +13 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification
- The effectiveness of MAE pre-pretraining for billion-scale pretraining
2023/03/23 by Mannat Singh, Singh, Mannat, Quentin Duval +21 · 10 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- The Hidden Uniform Cluster Prior in Self-Supervised Learning
2022/10/13 by Mahmoud Assran, Randall Balestriero, Assran, Mahmoud +15 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
2022/02/16 by Priya Goyal, Quentin Duval, Goyal, Priya +13 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Visual Attention and Saliency Detection
- A Simple Recipe for Competitive Low-compute Self supervised Vision Models
2023/01/23 by Quentin Duval, Ishan Misra, Duval, Quentin +3 · 3 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Substitute Ingredients in Recipes
2023/02/15 by Bahare Fatemi, Quentin Duval, Fatemi, Bahare +7 · 1 citation
Agricultural and Biological Sciences · Medicine · #Culinary Culture and Tourism #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Nutritional Studies and Diet