Block3D: Efficient Text-to-3D Generation via Block-Wise Diffusion Paper • 2608.19567 • Published 8 days ago • 28
EviRank: Structured Relevance Evidence for Multimodal Image Re-ranking Paper • 2608.20886 • Published 7 days ago • 11
ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models Paper • 2608.14022 • Published 13 days ago • 24
PACE-Bench: Benchmarking Physics Adaptation via Code Evolution in Dynamic Environments Paper • 2608.14441 • Published 14 days ago • 28
Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Paper • 2608.10299 • Published 18 days ago • 135
EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning Paper • 2608.06197 • Published 22 days ago • 46
Progressive Agent Skill Generation via Reinforcement Learning Paper • 2608.01678 • Published 25 days ago • 60
LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger Paper • 2607.28374 • Published 29 days ago • 15
EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World Paper • 2607.17250 • Published Jul 19 • 93
PhysRAG: Enhancing Physics-Awareness in Video Generation via Retrieval-Augmented Generation Paper • 2606.26916 • Published Jun 25 • 4
Echo-Memory: A Controlled Study of Memory in Action World Models Paper • 2606.09803 • Published Jun 8 • 33
UniPool: A Globally Shared Expert Pool for Mixture-of-Experts Paper • 2605.06665 • Published May 7 • 13
WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors Paper • 2605.10434 • Published May 11 • 29
Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning Paper • 2605.10923 • Published May 11 • 12
OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data Paper • 2603.15594 • Published Mar 16 • 150
CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs Paper • 2602.03048 • Published Feb 3 • 32
3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation Paper • 2602.03796 • Published Feb 3 • 65
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published Jan 11 • 214