Tallec, Corentin
- 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 · 1350 citations
#cs.CL #cs.AI
- Bootstrap your own latent: A new approach to self-supervised Learning
2020/06/13 by Jean-Bastien Grill, Grill, Jean-Bastien, Florian Strub +25 · 292 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Shaking the foundations: delusions in sequence models for interaction and control
2021/10/20 by Pedro A. Ortega, Ortega, Pedro A., Markus Kunesch +37 · 2 voices · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.LG
- Large-Scale Representation Learning on Graphs via Bootstrapping
2021/02/12 by Shantanu Thakoor, Corentin Tallec, Thakoor, Shantanu +13 · 13 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
- Self-conditioned Embedding Diffusion for Text Generation
2022/11/08 by Robin Strudel, Strudel, Robin, Corentin Tallec +19 · 15 citations
Computer Science · #Topic Modeling
- BYOL works even without batch statistics
2020/10/20 by Pierre H. Richemond, Richemond, Pierre H., Jean-Bastien Grill +19 · 1 voice · 3 citations
Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CV #cs.LG #stat.ML
- Can recurrent neural networks warp time?
2018/03/23 by Corentin Tallec, Tallec, Corentin, Yann Ollivier +1 · 11 citations
Computer Science · #Neural Networks and Applications #Topic Modeling #Time Series Analysis and Forecasting
- BYOL-Explore: Exploration by Bootstrapped Prediction
2022/06/16 by Guo, Zhaohan Daniel, Thakoor, Shantanu, Pîslar, Miruna +11 · 9 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning Successor States and Goal-Dependent Values: A Mathematical Viewpoint
2021/01/18 by Léonard Blier, Corentin Tallec, Blier, Léonard +3 · 8 citations
Computer Science · Decision Sciences · Physics and Astronomy · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques
- Making Deep Q-learning methods robust to time discretization
2019/01/28 by Tallec, Corentin, Blier, Léonard, Ollivier, Yann · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Unbiasing Truncated Backpropagation Through Time
2017/05/23 by Tallec, Corentin, Ollivier, Yann · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Broaden Your Views for Self-Supervised Video Learning
2021/03/30 by Recasens, Adrià, Luc, Pauline, Alayrac, Jean-Baptiste +11 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Unbiased Online Recurrent Optimization
2017/02/16 by Tallec, Corentin, Ollivier, Yann · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Emergent Communication: Generalization and Overfitting in Lewis Games
2022/09/30 by Rita, Mathieu, Tallec, Corentin, Michel, Paul +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Theory (cs.IT) #Multiagent Systems (cs.MA)
- Mixed batches and symmetric discriminators for GAN training
2018/06/19 by Thomas W. Lucas, Lucas, Thomas, Corentin Tallec +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing