Shaw Ma

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upvoted a paper about 10 hours ago

Vela: User Behavior as Supervision Sparks LLM Intelligence

Paper • 2610.14709 • Published 9 days ago • 86

upvoted a paper about 24 hours ago

Harness^2: Recursive Agent Harnessing for an Open World

Paper • 2610.14224 • Published 10 days ago • 114

upvoted 2 papers 2 days ago

WAVE-0: Bridging VLA Policies and WAMs with Lightweight Latent Future Prediction

Paper • 2610.18568 • Published 6 days ago • 47

Self-Distillation with Verbal Regularization

Paper • 2610.16354 • Published 7 days ago • 40

upvoted a paper 3 days ago

GroundingPI: A Grounding Foundation Model towards Physical Intelligence with Visual Primitives

Paper • 2609.39601 • Published 19 days ago • 322

upvoted a paper 4 days ago

Distributionally Robust Mixture-of-Experts Training

Paper • 2610.07207 • Published 14 days ago • 9

upvoted a paper 5 days ago

From Prompting to Composing: A Spatial Canvas Interface for Poster Generation

Paper • 2610.12230 • Published 11 days ago • 20

upvoted 2 papers 6 days ago

Rethinking World-Action Model for Compositional and In-Context Robotic Manipulation

Paper • 2610.02368 • Published 18 days ago • 74

SWE-Game: Can Coding Agents Build the Games We Want?

Paper • 2609.33678 • Published 12 days ago • 32

upvoted a paper 7 days ago

UNREAL: Unifying Retrieval and Long-Context with a Single Model

Paper • 2610.08463 • Published 13 days ago • 31

upvoted a paper 8 days ago

Attacca: Goal-Directed Control under State Continuity for Long-Horizon Embodied Agents

Paper • 2610.07785 • Published 13 days ago • 7

upvoted 3 papers 9 days ago

World Action Learning via Interaction-Centric Spectral Latent Guidance

Paper • 2610.03607 • Published 17 days ago • 50

World Models' Last Exam in Physics

Paper • 2610.08791 • Published 13 days ago • 30

We Query, Therefore We Compute: On Oracle Computation beyond the Machine, with an Application to Agents

Paper • 2610.09243 • Published 12 days ago • 14

upvoted 2 papers 10 days ago

When to Switch: Reliable Action-Chunk Extension for Vision-Language-Action Models

Paper • 2610.05719 • Published 14 days ago • 35

Memadapter: Counterfactual Adaptation Against Memory-induced Sycophancy

Paper • 2610.05162 • Published 15 days ago • 62

upvoted 4 papers 11 days ago

Learning from Runtime Feedback through Failure-Bank Self-Evolution for Vision-Language-Action Models

Paper • 2609.39820 • Published 19 days ago • 31

PointWAM: 3D World Action Modeling for Dexterous Robotic Manipulation

Paper • 2610.02840 • Published 17 days ago • 64

MotorMind: Scaffolding General Vision Language Models for Zero-Shot Robot Manipulation

Paper • 2609.38078 • Published 20 days ago • 112

Language Models that Play Chess and Explain Their Moves

Paper • 2610.03695 • Published 17 days ago • 37