Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-Improvement Paper • 2610.40191 • Published 11 days ago • 78
Wave Forcing: Towards Speed-of-Light Streaming Video Generation Paper • 2611.00859 • Published 10 days ago • 128
Work Agents: Systems, Capabilities, and Optimization Paper • 2610.35845 • Published 15 days ago • 115
SolarRenderer: Few-Step Generative Reference Rendering Paper • 2610.28630 • Published 21 days ago • 53
Orbia: Do Generated Videos Form a Consistent 3D World? Paper • 2610.20693 • Published 27 days ago • 33
DC-SAE: Deep Compression Semantic Autoencoder for Faster Diffusion Convergence Paper • 2609.39222 • Published Sep 30 • 24
Precise Editing and Flexible Referencing for Interactable Worlds Paper • 2609.34470 • Published Sep 28 • 17
Just MLPs: Efficient Visual State Reconstruction for Multimodal Language Models Paper • 2609.34972 • Published Sep 28 • 24
OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation Paper • 2609.22069 • Published Sep 18 • 25
Vidu S2: Real-Time Interactive, Editable, and Spatial Video Generation Paper • 2609.11638 • Published Sep 10 • 223
Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout Paper • 2609.09123 • Published Sep 8 • 27
SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published Sep 2 • 114
What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents Paper • 2608.27260 • Published Aug 27 • 72
Block3D: Efficient Text-to-3D Generation via Block-Wise Diffusion Paper • 2608.19567 • Published Aug 20 • 34