Lavoie, Samuel

1. An Introduction to Vision-Language Modeling
   2024/05/27 by Florian Bordes, Bordes, Florian, Richard Yuanzhe Pang +79 · 39 citations
   Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
2. Modeling Caption Diversity in Contrastive Vision-Language Pretraining
   2024/04/30 by Samuel Lavoie, Polina Kirichenko, Lavoie, Samuel +11 · 2 voices · 10 citations
   #cs.CV #cs.AI #cs.CL #cs.LG
3. Simplicial Embeddings in Self-Supervised Learning and Downstream Classification
   2022/04/01 by Lavoie, Samuel, Tsirigotis, Christos, Schwarzer, Max +4 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Language Model Alignment with Elastic Reset
   2023/12/06 by Noukhovitch, Michael, Lavoie, Samuel, Strub, Florian +1 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Improving Compositional Generalization Using Iterated Learning and Simplicial Embeddings
   2023/10/28 by Yi Ren, Samuel Lavoie, Ren, Yi +7 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science
6. SPARO: Selective Attention for Robust and Compositional Transformer Encodings for Vision
   2024/04/24 by Vani, Ankit, Nguyen, Bac, Lavoie, Samuel +2 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Simplicial Embeddings Improve Sample Efficiency in Actor-Critic Agents
   2025/10/15 by Johan Obando-Ceron, Obando-Ceron, Johan, Walter Mayor +9 · 1 voice · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics #Robotics (cs.RO) #cs.AI #cs.LG #cs.RO