Can LLMs Uncover Hidden Physical Laws through Free Exploration? Paper • 2610.37649 • Published 10 days ago • 8
SolarRenderer: Few-Step Generative Reference Rendering Paper • 2610.28630 • Published 17 days ago • 52
Orbia: Do Generated Videos Form a Consistent 3D World? Paper • 2610.20693 • Published 23 days ago • 33
RAR: Rate-Adaptive Rollout for Time-Consistent Interactive World Models Paper • 2610.16302 • Published 25 days ago • 13
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
SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published Sep 2 • 114
ReWorld: An Interactive World Model with Long-Horizon Memory Paper • 2608.23565 • Published Aug 24 • 25
LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation Paper • 2605.18739 • Published May 18 • 116
StableI2I: Spotting Unintended Changes in Image-to-Image Transition Paper • 2605.04453 • Published May 6 • 10
V-Reflection: Transforming MLLMs from Passive Observers to Active Interrogators Paper • 2604.03307 • Published Mar 31 • 16
StereoPilot: Learning Unified and Efficient Stereo Conversion via Generative Priors Paper • 2512.16915 • Published Dec 18, 2025 • 38
VideoMemory: Toward Consistent Video Generation via Memory Integration Paper • 2601.03655 • Published Jan 7 • 2
A Mechanistic View on Video Generation as World Models: State and Dynamics Paper • 2601.17067 • Published Jan 22 • 9
A Mechanistic View on Video Generation as World Models: State and Dynamics Paper • 2601.17067 • Published Jan 22 • 9
UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture Paper • 2512.21675 • Published Dec 25, 2025 • 28