The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents Paper • 2610.36077 • Published 6 days ago • 45
InteractiveWorld: A Verifiable Human-Centric Environment for Building Better Interactive MLLM Assistants Paper • 2610.33966 • Published 7 days ago • 77
AMLworld-Compact: Importance-Weighted Downsampling for Cost-Effective LLM Evaluation and Error Diagnosis Paper • 2610.13627 • Published 23 days ago • 6
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 102
Eliciting Weak-to-Strong Generalization with On-Policy Reverse Distillation Paper • 2609.08798 • Published Sep 8 • 69
Puffin-World: Scaling a Unified Multimodal Model with Native 3D World States Paper • 2609.04196 • Published Sep 3 • 53
SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation Paper • 2608.17426 • Published Aug 18 • 52
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 • 130
SkillZip: Contract-Preserving Graph Compression for Scalable Agent Skill Libraries Paper • 2608.05604 • Published Aug 6 • 24
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution Paper • 2608.00677 • Published Aug 1 • 30
UniWorld-View: Large-Baseline View Synthesis via Video Diffusion Models Paper • 2608.04701 • Published Aug 5 • 5
SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks Paper • 2608.02023 • Published Aug 3 • 73
AISPA: User-Centric System Prompt Auditing for Large Language Model Applications Paper • 2607.28617 • Published Jul 30 • 26