Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
Paper
• 2506.01939 • Published
• 188
Yuren
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SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics
Paper • 2506.01844 • Published • 153 -
Taming LLMs by Scaling Learning Rates with Gradient Grouping
Paper • 2506.01049 • Published • 39 -
ARIA: Training Language Agents with Intention-Driven Reward Aggregation
Paper • 2506.00539 • Published • 30 -
Learning Video Generation for Robotic Manipulation with Collaborative Trajectory Control
Paper • 2506.01943 • Published • 25 -
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning
Paper • 2506.01713 • Published • 48 -
AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning
Paper • 2505.24298 • Published • 29 -
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning
Paper • 2505.24846 • Published • 15 -
Esoteric Language Models
Paper • 2506.01928 • Published • 9 -
Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models
Paper • 2504.17789 • Published • 23 -
TiDAR: Think in Diffusion, Talk in Autoregression
Paper • 2511.08923 • Published • 128 -
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding
Paper • 2405.02384 • Published -
A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
Paper • 2212.00720 • Published -
Prodigy: An Expeditiously Adaptive Parameter-Free Learner
Paper • 2306.06101 • Published -
Hierarchical Reasoning Model
Paper • 2506.21734 • Published • 48 -
Why Diffusion Models Don't Memorize: The Role of Implicit Dynamical Regularization in Training
Paper • 2505.17638 • Published • 1 -
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
Paper • 2508.06471 • Published • 206 -
Learning to Optimize: A Primer and A Benchmark
Paper • 2103.12828 • Published • 1 -
NewBie-AI/NewBie-image-Exp0.1
Text-to-Image • Updated • 283 • 271 -
Lumina-Video: Efficient and Flexible Video Generation with Multi-scale Next-DiT
Paper • 2502.06782 • Published • 15