Learning to Act with World Models by Valuing What Comes Next Paper • 2611.12200 • Published 2 days ago • 3
EVAThink: Evidence Sufficiency-Guided Training for Adaptive Thinking in Video Understanding Paper • 2611.13907 • Published 1 day ago • 2
Tree-Ising: Repairing Language Models with Bit-Level Ising Edits Paper • 2611.14210 • Published 1 day ago • 58
Shortcuts and Boundaries: Verifiable RL Misalignment and Contextual Safety Learning Paper • 2611.12865 • Published 3 days ago • 3
EarthRecord: From Pixels to Land Change with Multimodal Agents over Four Decades of Satellite Imagery Paper • 2611.12934 • Published 6 days ago • 4
Market-Conditioned JEPA: Learning from Unpredictable Market Shocks Paper • 2611.13572 • Published 1 day ago • 4
ProTEUS: A mutation-resolved world model for closed-loop protein evolution Paper • 2611.13348 • Published 3 days ago • 9
Predictive Surprise as Self-Grounding Concept Bottleneck for Interpretable Time Series Paper • 2611.12955 • Published 5 days ago • 3
DepthGraft: Structural Regularization through Hierarchical Cross-Layer KV Reconstruction Paper • 2611.03142 • Published 10 days ago • 12
ExRL: Sample-Efficient Online Adaptation of Long-Chunk Policies via Execution Length Control Paper • 2611.13482 • Published 1 day ago • 4
Few-Step Streaming Video Generation via Condition Shifting Paper • 2611.14033 • Published 1 day ago • 42
dNaViT: Discrete Codes are General-Purpose Visual Representations Paper • 2611.12426 • Published 3 days ago • 32
AutoVend: Benchmarking LLM Agents on Long-Horizon Autonomous Vending Operations Paper • 2610.36980 • Published 15 days ago • 8
InfraRSI: Harnessing Recursive Self-Improvement for Training Infrastructure Paper • 2611.11558 • Published 3 days ago • 28
Longtail-SWE: High-Quality SWE Tasks for Underrepresented Languages Paper • 2611.10304 • Published 5 days ago • 20
Training Vision Transformers to Focus: Emergence of Spatial Attention Head Specialization Paper • 2611.11890 • Published 3 days ago • 4
InstantHMR : Real-Time Human Mesh Recovery on Your Phone Paper • 2611.09195 • Published 5 days ago • 2
Stochastic Deep Supervision for Gallery-Consistent Early-Exit Face Recognition Paper • 2611.09987 • Published 10 days ago • 2