太田 治

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upvoted a paper 11 days ago

The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents

Paper • 2610.36077 • Published 14 days ago • 160

upvoted a paper 12 days ago

Mycelium: A Meta-Study of Hallucination Detection Across Provenance, Typology, and Granularities

Paper • 2610.33608 • Published 16 days ago • 8

upvoted a paper 15 days ago

RIDAR: Safeguarding Research Integrity in Autonomous Research Agents via Automated Detection and Runtime Intervention

Paper • 2610.31372 • Published 18 days ago • 13

upvoted a paper 23 days ago

VideoJev: System One Model for Video Understanding and Interaction

Paper • 2610.18615 • Published 27 days ago • 85

upvoted a paper 24 days ago

SkillMarker: A KGW-Based Watermarking Method for Agent Skill Ownership Verification

Paper • 2610.15725 • Published 29 days ago • 12

upvoted a paper 26 days ago

Thinking Inertia: LLMs Keep Thinking When Told Not To

Paper • 2610.11765 • Published Oct 8 • 127

upvoted a paper 27 days ago

DiffusionART: Efficient, Stable and Scalable Reinforcement of Diffusion Models

Paper • 2610.12572 • Published Oct 8 • 82

upvoted a paper 29 days ago

AgentGarten: Code Worlds for Evolving Agents

Paper • 2610.12374 • Published Oct 8 • 59

upvoted a paper about 1 month ago

PaLoRA: Paced Low-Rank Adaptation for Continual Learning

Paper • 2610.04226 • Published Oct 3 • 8

upvoted 4 papers about 2 months ago

Video DeltaNet: A Video-Native Hybrid Attention for Livestream Video Generation

Paper • 2609.20744 • Published Sep 17 • 20

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published Sep 7 • 49

UniH^3: Unifying Hierarchical Homogeneity and Heterogeneity for All-in-One Medical Image Restoration

Paper • 2609.11156 • Published Sep 10 • 3

Beyond Solver Verdicts: Generative Reward Models for Autoformalization

Paper • 2609.11085 • Published Sep 10 • 12