Alexandre Ramé
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1374 citations
#cs.CL #cs.AI
- Direct Language Model Alignment from Online AI Feedback
2024/02/07 by Shangmin Guo, Biao Zhang, Guo, Shangmin +23 · 1 voice · 36 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Gemma 3 Technical Report
2025/03/25 by Gemma Team, Aishwarya Kamath, Johan Ferret +418 · 3 voices · 471 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, Shreya Pathak +292 · 312 citations
Computer Science · #Natural Language Processing Techniques
- Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch
2025/01/30 by Arthur Douillard, Douillard, Arthur, Yanislav Donchev +26 · 7 voices · 7 citations
Computer Science · Social Sciences · #Multimedia Communication and Technology #Semantic Web and Ontologies #cs.CL
- Gemma 4 Technical Report
2026/07/02 by Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320 · 7 voices · 8 citations
#cs.CL #cs.AI
- DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion
2021/11/22 by Arthur Douillard, Douillard, Arthur, Guillaume Couairon +4 · 23 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Face recognition and analysis
- 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
- DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation
2021/01/14 by Alexandre Ramé, Matthieu Cord, Rame, Alexandre +1 · 5 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Theory (cs.IT) #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, Rahul Kidambi, Wang, Kaiwen +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
- Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning
2023/10/01 by Mustafa Shukor, Alexandre Ramé, Shukor, Mustafa +5 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- WARP: On the Benefits of Weight Averaged Rewarded Policies
2024/06/24 by Alexandre Ramé, Johan Ferret, Ramé, Alexandre +17 · 4 citations
Health Professions · Medicine · #Obesity and Health Practices #Health Promotion and Cardiovascular Prevention
- UnIVAL: Unified Model for Image, Video, Audio and Language Tasks
2023/07/30 by Mustafa Shukor, Corentin Dancette, Shukor, Mustafa +5 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
- 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, Tiapkin, Daniil, Daniele Calandriello +11 · 2 voices · 1 citation
#cs.LG #cs.AI #cs.CL #stat.ML