Don't Mask the Environment: Observation Supervision Changes How Agents Explore Under RL Paper • 2609.20715 • Published 12 days ago • 44
SpectralShift: Effective Context Window Extension of Gated DeltaNet via Spectral Reparameterization Paper • 2609.14320 • Published 16 days ago • 34
Scaling Automatic Research Agents via World Models Paper • 2608.12564 • Published about 1 month ago • 482
RoboTok: An Internet-Scale Data Engine for Human Demonstration Retrieval and Dexterous Manipulation Learning Paper • 2609.03199 • Published 27 days ago • 31
Compile by Training: Turning Natural-Language Specifications into Local Neural Functions Paper • 2609.04199 • Published 26 days ago • 331
LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes Paper • 2609.03796 • Published 26 days ago • 186
SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation Paper • 2608.17426 • Published Aug 18 • 160
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination Paper • 2608.14391 • Published Aug 14 • 286
H2R-Bench: Benchmarking Human-to-Robot Manipulation Video Generation in World Models Paper • 2608.13049 • Published Aug 13 • 21
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution Paper • 2608.00677 • Published Aug 1 • 265
SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure Paper • 2608.11079 • Published Aug 11 • 17