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upvoted a paper about 1 month ago

Demystifying Agent Skills: Why They Work-Until They Don't

Paper • 2608.14036 • Published Aug 14 • 81

upvoted 2 papers about 2 months ago

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published Aug 14 • 126

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published Aug 9 • 181

upvoted 2 papers 3 months ago

Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory

Paper • 2607.05511 • Published Jul 6 • 24

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

Paper • 2606.21649 • Published Jun 19 • 36

upvoted a paper 4 months ago

OmniVideo-100K: A Dataset for Audio-Visual Reasoning through Structured Scripts and Evidence Chains

Paper • 2606.14702 • Published Jun 12 • 33

upvoted 2 papers 6 months ago

Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

Paper • 2604.05015 • Published Apr 6 • 232

VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding

Paper • 2603.22285 • Published Mar 23 • 50

upvoted a paper 7 months ago

Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion

Paper • 2603.06577 • Published Mar 6 • 50

upvoted a paper 10 months ago

How Far Are We from Genuinely Useful Deep Research Agents?

Paper • 2512.01948 • Published Dec 1, 2025 • 58

upvoted a paper 11 months ago

VITA-E: Natural Embodied Interaction with Concurrent Seeing, Hearing, Speaking, and Acting

Paper • 2510.21817 • Published Oct 21, 2025 • 41