YoCausal: How Far is Video Generation from World Model? A Causality Perspective Paper • 2605.30346 • Published 3 days ago • 39
minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models Paper • 2605.30263 • Published 3 days ago • 49
OSP-Next: Efficient High-Quality Video Generation with Sparse Sequence Parallelism, HiF8 Quantization, and Reinforcement Learning Paper • 2605.28691 • Published 4 days ago • 20
JLT: Clean-Latent Prediction in Latent Diffusion Transformers Paper • 2605.27102 • Published 5 days ago • 30
GEN3C Collection 3D-Informed World-Consistent Video Generation with Precise Camera Control • 3 items • Updated 1 day ago • 9
Geo-Align: Video Generation Alignment via Metric Geometry Reward Paper • 2605.23903 • Published 9 days ago • 10
DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards Paper • 2605.21467 • Published 11 days ago • 204
Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling Paper • 2605.13301 • Published 18 days ago • 159
FlowLong: Inference-time Long Video Generation via Manifold-constrained Tweedie Matching Paper • 2605.20910 • Published 11 days ago • 29
UniT: Unified Geometry Learning with Group Autoregressive Transformer Paper • 2605.21131 • Published 11 days ago • 8
PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation Paper • 2605.14269 • Published 17 days ago • 9
RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO Paper • 2605.15190 • Published 17 days ago • 13
Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation Paper • 2605.15141 • Published 17 days ago • 92
SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer Paper • 2605.15178 • Published 17 days ago • 84
RigidFormer: Learning Rigid Dynamics using Transformers Paper • 2605.09196 • Published 22 days ago • 14