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L. Sifre · SciRah

Researcher profile · Semantic Scholar

L. Sifre

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L. Sifre — researcher profile on SciRah

h-index: 29
Works: 41
Citations: 64K

Most-cited papers

Mastering the game of Go with deep neural networks and tree search
David Silver, A. Huang, Chris J. Maddison, A. Guez +16 more
2016Nature19K citations Open access
Semantic Scholar
Mastering the game of Go without human knowledge
David Silver, J. Schrittwieser, K. Simonyan, I. Antonoglou +13 more
2017Nature11K citations
Semantic Scholar
Grandmaster level in StarCraft II using multi-agent reinforcement learning
O. Vinyals, Igor Babuschkin, W. Czarnecki, Michaël Mathieu +38 more
2019Nature4,581 citations
Semantic Scholar
A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
David Silver, T. Hubert, J. Schrittwieser, I. Antonoglou +9 more
2018Science4,283 citations Open access
Semantic Scholar
Training Compute-Optimal Large Language Models
Jordan Hoffmann, Sebastian Borgeaud, Arthur Mensch, Elena Buchatskaya +18 more
2022Advances in Neural Information Processing Systems 353,951 citations Open access
Semantic Scholar
Improved protein structure prediction using potentials from deep learning
A. Senior, Richard Evans, J. Jumper, J. Kirkpatrick +15 more
2020Nature3,010 citations
Semantic Scholar
Mastering Atari, Go, chess and shogi by planning with a learned model
J. Schrittwieser, I. Antonoglou, T. Hubert, K. Simonyan +8 more
2019Nature2,834 citations Open access
Semantic Scholar
Gemma 2: Improving Open Language Models at a Practical Size
Gemma Team Morgane Riviere, Shreya Pathak, Pier Giuseppe Sessa, Cassidy Hardin +191 more
2024arXiv.org2,613 citations
Semantic Scholar
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
David Silver, T. Hubert, J. Schrittwieser, I. Antonoglou +9 more
2017arXiv.org2,162 citations
Semantic Scholar
Improving language models by retrieving from trillions of tokens
Sebastian Borgeaud, Arthur Mensch, Jordan Hoffmann, Trevor Cai +24 more
2021International Conference on Machine Learning2,003 citations
Semantic Scholar
Scaling Language Models: Methods, Analysis & Insights from Training Gopher
Jack W. Rae, Sebastian Borgeaud, Trevor Cai, Katie Milli-can +76 more
2021arXiv.org1,685 citations
Semantic Scholar
Gemma: Open Models Based on Gemini Research and Technology
Gemma Team Thomas Mesnard, Cassidy Hardin, Robert Dadashi, Surya Bhupatiraju +103 more
2024arXiv.org1,299 citations
Semantic Scholar
Accelerating Large Language Model Decoding with Speculative Sampling
Charlie Chen, Sebastian Borgeaud, Geoffrey Irving, Jean-Baptiste Lespiau +2 more
2023arXiv.org1,230 citations Open access
Semantic Scholar
Learning to Navigate in Complex Environments
Piotr Wojciech Mirowski, Razvan Pascanu, Fabio Viola, Hubert Soyer +8 more
2016International Conference on Learning Representations973 citations
Semantic Scholar
An empirical analysis of compute-optimal large language model training
Jordan Hoffmann, Sebastian Borgeaud, Arthur Mensch, Elena Buchatskaya +18 more
2022Neural Information Processing Systems585 citations
Semantic Scholar
Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination
L. Sifre, S. Mallat
20132013 IEEE Conference on Computer Vision and Pattern Recognition472 citations
Semantic Scholar
Rigid-Motion Scattering for Texture Classification
L. Sifre, S. Mallat
2014arXiv.org428 citations
Semantic Scholar
Unified Scaling Laws for Routed Language Models
Aidan Clark, Diego de Las Casas, Aurelia Guy, Arthur Mensch +22 more
2022International Conference on Machine Learning317 citations
Semantic Scholar
Mastering the game of Stratego with model-free multiagent reinforcement learning
J. Pérolat, B. De Vylder, D. Hennes, Eugene Tarassov +30 more
2022Science307 citations Open access
Semantic Scholar
Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)
A. Senior, Richard Evans, J. Jumper, J. Kirkpatrick +15 more
2019Proteins: Structure, Function, and Bioinformatics273 citations Open access
Semantic Scholar
Self-conditioned Embedding Diffusion for Text Generation
Robin Strudel, Corentin Tallec, Florent Altché, Yilun Du +7 more
2022arXiv.org152 citations Open access
Semantic Scholar
Machine Translation Decoding beyond Beam Search
R. Leblond, Jean-Baptiste Alayrac, L. Sifre, Mîruna Pislar +4 more
2021Conference on Empirical Methods in Natural Language Processing78 citations Open access
Semantic Scholar
Muesli: Combining Improvements in Policy Optimization
Matteo Hessel, I. Danihelka, Fabio Viola, A. Guez +5 more
2021International Conference on Machine Learning70 citations
Semantic Scholar
Combined scattering for rotation invariant texture analysis
L. Sifre, S. Mallat
2012The European Symposium on Artificial Neural Networks67 citations
Semantic Scholar
A 7 D De novo structure prediction with deep learning based scoring
J. Jumper, J. Kirkpatrick, L. Sifre, K. Simonyan
66 citations
Semantic Scholar
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
Aleksandar Botev, Soham De, Samuel L. Smith, Anushan Fernando +58 more
2024arXiv.org65 citations
Semantic Scholar
Generic Deep Networks with Wavelet Scattering
Edouard Oyallon, S. Mallat, L. Sifre
2013International Conference on Learning Representations54 citations
Semantic Scholar
Large-Scale Retrieval for Reinforcement Learning
P. Humphreys, A. Guez, O. Tieleman, L. Sifre +2 more
2022Neural Information Processing Systems39 citations Open access
Semantic Scholar
CRITICAL ASSESSMENT OF TECHNIQUES FOR PROTEIN STRUCTURE PREDICTION
J. Jumper, J. Kirkpatrick, L. Sifre, T. Green +11 more
201433 citations
Semantic Scholar
UAM-CSI at MultiGEC-2025: Parameter-efficient LLM Fine-tuning for Multilingual Grammatical Error Correction
Ryszard Staruch, Gemma Team, Morgane Rivière, Shreya Pathak Pier +181 more
6 citations
Semantic Scholar
Proceedings of the 1st International Workshop of AI Werewolf and Dialog System ({AIWolfDial2019})
Y. Kano, Claus C. Aranha, M. Inaba, F. Toriumi +135 more
20194 citations Open access
Semantic Scholar
AlphaFold: Improved protein structure prediction using 1 potentials from deep learning
A. Senior, Richard Evans, J. Jumper, J. Kirkpatrick +15 more
20192 citations
Semantic Scholar
M3S CI QA: A Multi-Modal Multi-Document Scientiﬁc QA Benchmark for Evaluating Foundation Models
Chu-Han Li, Ziyao Shangguan, Yilun Zhao, Deyuan Li +179 more
1 citations
Semantic Scholar
C$^{3}$T: Counterfactual Causal Reasoning for Sentiment Shifts in Social-Media Conversation Trees
S M Rafiuddin, Atriya Sen, Thomas R. Davidson, Dana Warmsley +496 more
20260 citations
Semantic Scholar
Towards Policy-Guided Conversational Recommendation with Dialogue Acts
Paul Crook, Y-Lan Boureau, J. Weston, Akbar Karimi +63 more
20220 citations
Semantic Scholar
Predicting Visual Futures with Image Captioning and Pre-Trained Language Models
Prithviraj Ammanabrolu, Ethan Tien, W. Cheung, Z. Luo +64 more
20210 citations
Semantic Scholar
ENVIRONMENT NAVIGATION USING REINFORCEMENT LEARNING
Fabio Viola, Piotr Wojciech Mirowski, Andrea Banino, Razvan Pascanu +8 more
20180 citations
Semantic Scholar
Formality Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge
Josh Achiam, Steven Adler, Lama Sandhini Agarwal, Ilge Akkaya +496 more
0 citations
Semantic Scholar
ELTEX: A Framework for Domain-Driven Synthetic Data Generation
Arina Razmyslovich, Kseniia Murasheva, Sofia Sedlova, Julien Capitaine +158 more
0 citations
Semantic Scholar
Challenging Quadratic Attention - A Holistic View On the Rise of Alternative Language Model Architectures
Alexander M. Fichtl, Jeremias Bohn, Josefin Kelber, Edoardo Mosca +496 more
0 citations
Semantic Scholar

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