DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published 14 days ago • 81
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory Paper • 2607.02517 • Published 20 days ago • 33
Representation Forcing for Bottleneck-Free Unified Multimodal Models Paper • 2605.31604 • Published May 29 • 63
CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives Paper • 2605.12496 • Published May 12 • 31
Cubic Discrete Diffusion: Discrete Visual Generation on High-Dimensional Representation Tokens Paper • 2603.19232 • Published Mar 19 • 33
Infinite-World: Scaling Interactive World Models to 1000-Frame Horizons via Pose-Free Hierarchical Memory Paper • 2602.02393 • Published Feb 2 • 19
The World is Your Canvas: Painting Promptable Events with Reference Images, Trajectories, and Text Paper • 2512.16924 • Published Dec 18, 2025 • 28
TimeLens: Rethinking Video Temporal Grounding with Multimodal LLMs Paper • 2512.14698 • Published Dec 16, 2025 • 27
Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation Paper • 2512.04678 • Published Dec 4, 2025 • 42
HoloCine: Holistic Generation of Cinematic Multi-Shot Long Video Narratives Paper • 2510.20822 • Published Oct 23, 2025 • 41
Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset Paper • 2510.15742 • Published Oct 17, 2025 • 52
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging Paper • 2504.12364 • Published Apr 16, 2025 • 22
MangaNinja: Line Art Colorization with Precise Reference Following Paper • 2501.08332 • Published Jan 14, 2025 • 62