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yuruu 

updated a dataset 4 minutes ago

FrontisAI/NatureBench

Updated 2 minutes ago

yuruu 

published a dataset 5 minutes ago

FrontisAI/NatureBench

Updated 2 minutes ago

iseesaw 

authored a paper about 1 month ago

Post-Trained MoE Can Skip Half Experts via Self-Distillation

Paper • 2605.18643 • Published May 18 • 30

iseesaw 

authored 3 papers 9 months ago

FlowRL: Matching Reward Distributions for LLM Reasoning

Paper • 2509.15207 • Published Sep 18, 2025 • 119

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 193

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

Paper • 2509.09674 • Published Sep 11, 2025 • 81

iseesaw 

authored 3 papers 10 months ago

Towards a Unified View of Large Language Model Post-Training

Paper • 2509.04419 • Published Sep 4, 2025 • 77

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14, 2025 • 97

ReviewRL: Towards Automated Scientific Review with RL

Paper • 2508.10308 • Published Aug 14, 2025 • 1

iseesaw 

authored 3 papers about 1 year ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22, 2025 • 122

GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning

Paper • 2504.00891 • Published Apr 1, 2025 • 14

Video-T1: Test-Time Scaling for Video Generation

Paper • 2503.18942 • Published Mar 24, 2025 • 90

iseesaw 

authored 8 papers over 1 year ago

Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models

Paper • 2503.11224 • Published Mar 14, 2025 • 28

Process Reinforcement through Implicit Rewards

Paper • 2502.01456 • Published Feb 3, 2025 • 62

MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding

Paper • 2501.18362 • Published Jan 30, 2025 • 23

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published Feb 10, 2025 • 153

Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization

Paper • 2412.17739 • Published Dec 23, 2024 • 41

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published Dec 19, 2024 • 53

Free Process Rewards without Process Labels

Paper • 2412.01981 • Published Dec 2, 2024 • 34

Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices

Paper • 2410.11795 • Published Oct 15, 2024 • 18