Laurent Sifre

1. Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
   2017/12/05 by David Silver, Silver, David, Thomas Hubert +23 · 5 voices · 276 citations
   Computer Science · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #Video Analysis and Summarization
2. Training Compute-Optimal Large Language Models
   2022/03/29 by Jordan Hoffmann, Hoffmann, Jordan, Sebastian Borgeaud +41 · 13 voices · 551 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Algorithms
3. Mastering Atari, Go, chess and shogi by planning with a learned model
   2019/11/19 by Julian Schrittwieser, Ioannis Antonoglou, Thomas Hubert +9 · 4 voices · 197 citations
   Computer Science · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #AI-based Problem Solving and Planning
4. Mastering the game of Stratego with model-free multiagent reinforcement learning
   2022/06/30 by Julien Perolat, Julien Pérolat, Bart de Vylder +38 · 6 voices · 24 citations
   Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Artificial Intelligence in Games #Advanced Bandit Algorithms Research
5. Improving language models by retrieving from trillions of tokens
   2021/12/08 by Sebastian Borgeaud, Arthur Mensch, Borgeaud, Sebastian +54 · 6 voices · 186 citations
   Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG
6. Gemma 2: Improving Open Language Models at a Practical Size
   2024/07/31 by Gemma Team, Morgane Rivière, Riviere, Morgane +292 · 446 citations
   Computer Science · #Natural Language Processing Techniques
7. Improved protein structure prediction using potentials from deep learning
   2020/01/15 by Andrew W. Senior, Andrew Senior, Richard Evans +18 · 116 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Enzyme Structure and Function #Plant biochemistry and biosynthesis #Protein Structure and Dynamics
8. Accelerating Large Language Model Decoding with Speculative Sampling
   2023/02/02 by Charlie Chen, Sebastian Borgeaud, Chen, Charlie +9 · 187 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
9. Gemma: Open Models Based on Gemini Research and Technology
   2024/03/13 by Gemma Team, Thomas Mésnard, Cassidy Hardin +203 · 197 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
10. Scaling Language Models: Methods, Analysis & Insights from Training Gopher
    2021/12/08 by Jack W. Rae, Sebastian Borgeaud, Rae, Jack W. +157 · 106 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
11. RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
    2024/04/11 by Aleksandar Botev, Soham De, Botev, Aleksandar +127 · 1 voice · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
12. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Gemini Robotics Team, Rohan Anil, Gemini Team +2692 · 9 voices · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
13. Learning to Navigate in Complex Environments
    2016/11/11 by Piotr Mirowski, Razvan Pascanu, Mirowski, Piotr +21 · 46 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO)
14. Rigid-Motion Scattering for Texture Classification
    2014/03/07 by Laurent Sifre, SIfre, Laurent, Stéphane Mallat +1 · 16 citations
    Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Medical Image Segmentation Techniques
15. Self-conditioned Embedding Diffusion for Text Generation
    2022/11/08 by Robin Strudel, Strudel, Robin, Corentin Tallec +19 · 15 citations
    Computer Science · #Topic Modeling
16. Large-Scale Retrieval for Reinforcement Learning
    2022/06/10 by Peter C. Humphreys, Arthur Guez, Humphreys, Peter C. +9 · 3 citations
    Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Sports Analytics and Performance
17. Surfer-H Meets Holo1: Cost-Efficient Web Agent Powered by Open Weights
    2025/06/03 by Mathieu Andreux, Andreux, Mathieu, Breno Baldas Skuk +91 · 2 voices · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Peer-to-Peer Network Technologies #Web Data Mining and Analysis #cs.AI