[ICLR 2024] SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction

Mixture-of-Groups Attention for End-to-End Long Video Generation

Official Pytorch Implementation for "Time-to-Move: Training-Free Motion Controlled Video Generation via Dual-Clock Denoising"

Official Code for MotionCtrl [SIGGRAPH 2024]

Efficient Long Video Generation via Next-Frame-Rate Prediction

[ICLR'25 Oral] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

利用HuggingFace的官方下载工具从镜像网站进行高速下载。

Official code for StoryMem: Multi-shot Long Video Storytelling with Memory

[ICLR 2024] Code for FreeNoise based on VideoCrafter

(CVPR 2025) From Slow Bidirectional to Fast Autoregressive Video Diffusion Models

[CVPR 2025] StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text

[ICCV 2025] Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal Consistency

TurboDiffusion: 100–200× Acceleration for Video Diffusion Models

MapAnything: Universal Feed-Forward Metric 3D Reconstruction

Long-horizon, spatially consistent video generation enabled by persistent 3D scene point clouds and dynamic-static disentanglement.

Official repo for paper "IC-Effect: Precise and Efficient Video Effects Editing via In-Context Learning"

HY-World 1.5: A Systematic Framework for Interactive World Modeling with Real-Time Latency and Geometric Consistency

[ICCV 2025] GameFactory: Creating New Games with Generative Interactive Videos

Generative Camera Dolly: Extreme Monocular Dynamic Novel View Synthesis (ECCV 2024 Oral) - Official Implementation

[ICLR'25] SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints

[CVPR 2025 Highlight] GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control

[NeurIPS 2025] WorldMem: Long-term Consistent World Simulation with Memory

[ICCV 2025 ⭐highlight⭐] Implementation of VMem: Consistent Interactive Video Scene Generation with Surfel-Indexed View Memory

[TPAMI 2025] ViewCrafter: Taming Video Diffusion Models for High-fidelity Novel View Synthesis

Official implementation of Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling

Official implementation for "RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers" (ICML 2025) and "UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers"

Tools for movie and video research