World Action Modeling with Progressive Visual Planning Paper • 2610.02508 • Published 7 days ago • 92
Native Action-Prior Learning from Videos for World Action Models Paper • 2610.03391 • Published 6 days ago • 86
In-Flight KV Cache with Clean Anchors for Faster Autoregressive Video Diffusion Paper • 2609.32540 • Published 12 days ago • 35
SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness Paper • 2609.20519 • Published 21 days ago • 139
TriAttention: Efficient Long Reasoning with Trigonometric KV Compression Paper • 2604.04921 • Published Apr 6 • 113
Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation Paper • 2604.24763 • Published Apr 27 • 71
Seedance 2.0: Advancing Video Generation for World Complexity Paper • 2604.14148 • Published Apr 15 • 172
VGGRPO: Towards World-Consistent Video Generation with 4D Latent Reward Paper • 2603.26599 • Published Mar 27 • 65
One-step Latent-free Image Generation with Pixel Mean Flows Paper • 2601.22158 • Published Jan 29 • 18
UniVideo: Unified Understanding, Generation, and Editing for Videos Paper • 2510.08377 • Published Oct 9, 2025 • 81
TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times Paper • 2512.16093 • Published Dec 18, 2025 • 96
HiStream: Efficient High-Resolution Video Generation via Redundancy-Eliminated Streaming Paper • 2512.21338 • Published Dec 24, 2025 • 23
OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory Paper • 2512.07802 • Published Dec 8, 2025 • 47