Making MLLM Latents Matter: Factor-Aware Predictive Learning for Cinematic Video Generation Paper • 2610.30926 • Published 7 days ago • 204
SolarRenderer: Few-Step Generative Reference Rendering Paper • 2610.28630 • Published 9 days ago • 53
MT Forcing: Towards Stable and Consistent Multi-Turn Image Editing with Autoregressive Diffusion Paper • 2610.25404 • Published 11 days ago • 48
Orbia: Do Generated Videos Form a Consistent 3D World? Paper • 2610.20693 • Published 15 days ago • 50
RAR: Rate-Adaptive Rollout for Time-Consistent Interactive World Models Paper • 2610.16302 • Published 17 days ago • 21
SesaHand: Enhancing 3D Hand Reconstruction via Controllable Generation with Semantic and Structural Alignment Paper • 2603.00443 • Published Feb 28
OpenWAM: An Open, Modular Exploration Towards Systematic World-Action Model Pretraining Paper • 2609.07398 • Published Sep 7 • 82
Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout Paper • 2609.09123 • Published Sep 8 • 54
Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout Paper • 2609.09123 • Published Sep 8 • 54
Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout Paper • 2609.09123 • Published Sep 8 • 54
SolarWM Collection Family-specific checkpoints, released data, and paper for SolarWM long-horizon interactive video world models. • 7 items • Updated Sep 10 • 10
SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published Sep 2 • 115
SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published Sep 2 • 115