Hussenot, Léonard
- 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 · 1358 citations
#cs.CL #cs.AI
- Gemma 3 Technical Report
2025/03/25 by Gemma Team, Aishwarya Kamath, Johan Ferret +418 · 3 voices · 464 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 Morgane Rivière, Gemma Team, Riviere, Morgane +292 · 307 citations
Computer Science · #Natural Language Processing Techniques
- Gemma: Open Models Based on Gemini Research and Technology
2024/03/13 by Gemma Team, Thomas Mésnard, Mesnard, Thomas +203 · 147 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
2024/04/11 by Aleksandar Botev, Botev, Aleksandar, Soham De +127 · 1 voice · 10 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- MedGemma 1.5 Technical Report
2025/07/07 by Andrew Sellergren, Sellergren, Andrew, Sahar Kazemzadeh +151 · 84 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
- Primal Wasserstein Imitation Learning
2020/06/08 by Dadashi, Robert, Hussenot, Léonard, Geist, Matthieu +1 · 9 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- 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)
- RLDS: an Ecosystem to Generate, Share and Use Datasets in Reinforcement Learning
2021/11/04 by Sabela Ramos, Ramos, Sabela, Sertan Girgin +21 · 9 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Scientific Computing and Data Management #Data Stream Mining Techniques
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Gemini Team, Rohan Anil, Anil, Rohan +2682 · 9 voices
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
- What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study
2020/06/10 by Andrychowicz, Marcin, Raichuk, Anton, Stańczyk, Piotr +9 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- MusicRL: Aligning Music Generation to Human Preferences
2024/02/06 by Cideron, Geoffrey, Girgin, Sertan, Verzetti, Mauro +11 · 10 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- 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
- Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback
2023/05/31 by Roit, Paul, Ferret, Johan, Shani, Lior +16 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Acme: A Research Framework for Distributed Reinforcement Learning
2020/06/01 by Hoffman, Matthew W., Shahriari, Bobak, Aslanides, John +36 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- What Matters for Adversarial Imitation Learning?
2021/06/01 by Orsini, Manu, Raichuk, Anton, Hussenot, Léonard +7 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Offline Reinforcement Learning as Anti-Exploration
2021/06/11 by Shideh Rezaeifar, Rezaeifar, Shideh, Robert Dadashi +10 · 3 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning
- 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
- Offline Reinforcement Learning with Pseudometric Learning
2021/03/02 by Dadashi, Robert, Rezaeifar, Shideh, Vieillard, Nino +3 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Continuous Control with Action Quantization from Demonstrations
2021/10/19 by Dadashi, Robert, Hussenot, Léonard, Vincent, Damien +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Learning Energy Networks with Generalized Fenchel-Young Losses
2022/05/19 by Mathieu Blondel, Felipe Llinares-López, Blondel, Mathieu +7 · 2 citations
Computer Science · Materials Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
- CopyCAT: Taking Control of Neural Policies with Constant Attacks
2019/05/29 by Léonard Hussenot, Hussenot, Léonard, Matthieu Geist +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics #Explainable Artificial Intelligence (XAI)