Oh Sua

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upvoted 3 papers 6 days ago

RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations

Paper • 2610.01780 • Published 11 days ago • 282

Skill2Real: Agentic Skill Learning for Zero-Shot Sim-to-Real Robot Manipulation

Paper • 2610.02788 • Published 10 days ago • 18

LexReward: A Taxonomy-Driven Reward Framework for Legal Language Models

Paper • 2609.39071 • Published 12 days ago • 66

upvoted 4 papers 7 days ago

Decoding Looped Transformers Better for (Almost) Free

Paper • 2610.02185 • Published 11 days ago • 46

CorrGRPO: Correlation-Normalized GRPO for Multi-Reward Learning

Paper • 2609.36820 • Published 13 days ago • 41

Ego2Act: Evaluating Goal-Directed Manipulation in Egocentric Video Generation

Paper • 2610.01092 • Published 11 days ago • 34

Predictive Credit: Measuring What Scientific Explanations Add to Experimental Forecasts

Paper • 2610.00314 • Published 13 days ago • 102