Principia: Test-Time Hypotheses to Principle Construction for Scientific Discovery Paper • 2610.32195 • Published 8 days ago • 43
Eat Your Precision: Precision Objective Mitigates Reward Hacking in Rubric-based RL Paper • 2610.33512 • Published 7 days ago • 49
Self-Distilling Future Video Representations for World Action Models Paper • 2610.30320 • Published 10 days ago • 52
ACCRUE: Continual Off-Policy Reinforcement Learning for Robot Foundation Models Paper • 2610.18596 • Published 18 days ago • 23
Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR Paper • 2609.37868 • Published Sep 29 • 65
Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge Paper • 2609.34327 • Published Sep 28 • 41
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published Sep 27 • 46
SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem Paper • 2609.07064 • Published Sep 7 • 83
Compositional Generalization Requires Linear, Orthogonal Representations in Vision Embedding Models Paper • 2602.24264 • Published Feb 27 • 14
Is Multilingual LLM Watermarking Truly Multilingual? A Simple Back-Translation Solution Paper • 2510.18019 • Published Oct 20, 2025 • 18
DISCO: Diversifying Sample Condensation for Efficient Model Evaluation Paper • 2510.07959 • Published Oct 9, 2025 • 16
🫗 Leaky Thoughts Collection Data of the "Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers" paper • 2 items • Updated Oct 15, 2025 • 1
Diffusion Classifiers Understand Compositionality, but Conditions Apply Paper • 2505.17955 • Published May 23, 2025 • 22