Can World and Action Modeling Benefit Each Other under Unified Causal Training? Paper • 2610.21095 • Published 1 day ago • 16
Multics: Generative Multi-Player World Model with Hierarchical Communication Paper • 2610.17201 • Published 5 days ago • 62
SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation Paper • 2607.21553 • Published Jul 23 • 40
Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing Paper • 2607.19064 • Published Jul 21 • 78
UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks Paper • 2607.08768 • Published Jul 9 • 35
MemLearner: Learning to Query Context memory for Video World Models Paper • 2606.31734 • Published Jun 30 • 29
Translation as a Bridging Action: Transferring Manipulation Skills from Humans to Robots Paper • 2606.28133 • Published Jun 26 • 41
Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators Paper • 2606.06476 • Published Jun 4 • 16
DecMem: Towards Minute-Long Consistent World Generation with Decoupled Memory Paper • 2605.31336 • Published May 29 • 11
Representation Forcing for Bottleneck-Free Unified Multimodal Models Paper • 2605.31604 • Published May 29 • 62
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models Paper • 2604.04707 • Published Apr 6 • 199
Scaling Behavior Cloning Improves Causal Reasoning: An Open Model for Real-Time Video Game Playing Paper • 2601.04575 • Published Jan 8 • 13
GARDO: Reinforcing Diffusion Models without Reward Hacking Paper • 2512.24138 • Published Dec 30, 2025 • 30
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards Paper • 2510.08529 • Published Oct 9, 2025 • 19