Ramé, Alexandre
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1362 citations
#cs.CL #cs.AI
- Gemma 3 Technical Report
2025/03/25 by Aishwarya Kamath, Gemma Team, Johan Ferret +418 · 3 voices · 468 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Gemma 2: Improving Open Language Models at a Practical Size
2024/07/31 by Gemma Team, Morgane Rivière, Riviere, Morgane +292 · 310 citations
Computer Science · #Natural Language Processing Techniques
- Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch
2025/01/30 by Arthur Douillard, Yanislav Donchev, Douillard, Arthur +26 · 7 voices · 7 citations
Computer Science · Social Sciences · #Multimedia Communication and Technology #Semantic Web and Ontologies #cs.CL
- DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion
2021/11/22 by Arthur Douillard, Douillard, Arthur, Ramé, Alexandre +4 · 23 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Face recognition and analysis
- Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards
2023/06/07 by Ramé, Alexandre, Couairon, Guillaume, Shukor, Mustafa +4 · 28 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MedGemma 1.5 Technical Report
2025/07/07 by Andrew Sellergren, Sellergren, Andrew, Sahar Kazemzadeh +151 · 85 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Diverse Weight Averaging for Out-of-Distribution Generalization
2022/05/19 by Alexandre Ramé, Matthieu Kirchmeyer, Ramé, Alexandre +7 · 12 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
- Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization
2022/12/20 by Ramé, Alexandre, Ahuja, Kartik, Zhang, Jianyu +3 · 12 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- WARM: On the Benefits of Weight Averaged Reward Models
2024/01/22 by Ramé, Alexandre, Vieillard, Nino, Hussenot, Léonard +4 · 15 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- BOND: Aligning LLMs with Best-of-N Distillation
2024/07/19 by Pier Giuseppe Sessa, Sessa, Pier Giuseppe, Robert Dadashi +37 · 9 citations
Engineering · #Advanced Control Systems Optimization
- Conditional Language Policy: A General Framework for Steerable Multi-Objective Finetuning
2024/07/22 by Kaiwen Wang, Wang, Kaiwen, Rahul Kidambi +36 · 8 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Linguistic research and analysis #Machine Learning (cs.LG) #Natural Language Processing Techniques #Syntax, Semantics, Linguistic Variation
- WARP: On the Benefits of Weight Averaged Rewarded Policies
2024/06/24 by Alexandre Ramé, Ramé, Alexandre, Johan Ferret +17 · 4 citations
Health Professions · Medicine · #Obesity and Health Practices #Health Promotion and Cardiovascular Prevention
- Diversity-Rewarded CFG Distillation
2024/10/08 by Geoffrey Cideron, Andrea Agostinelli, Cideron, Geoffrey +13 · 3 citations
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Process Optimization and Integration
- On Teacher Hacking in Language Model Distillation
2025/02/04 by Daniil Tiapkin, Daniele Calandriello, Tiapkin, Daniil +11 · 2 voices · 1 citation
#cs.LG #cs.AI #cs.CL #stat.ML