Looping Beyond Twice: A Scalable Recipe for Looped Mixture-of-Experts Paper • 2610.01153 • Published 16 days ago • 24
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 376
Select, Compress, Reinvest: A Controlled Study of Visual-Token Allocation in Long-Video MLLMs Paper • 2609.03820 • Published Sep 3 • 16
SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation Paper • 2608.17426 • Published Aug 18 • 162
AVA-Encoder: Towards Agent-Native Video Representation Learning Paper • 2608.12313 • Published Aug 12 • 43
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution Paper • 2608.00677 • Published Aug 1 • 267
EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning Paper • 2608.06197 • Published Aug 6 • 48
When Memory Lies: An Empirical Study of Spatial Memory Staleness in VLM Agents Paper • 2608.04574 • Published Aug 5 • 16
SkillJack: Persistent Skill Backdoors in Self-Evolving Agents Paper • 2608.03509 • Published Aug 4 • 24