video-diffusion

[CSUR] A Survey on Video Diffusion Models

Generative World Renderer: an AI-native Renderer for Games and Virtual Worlds.

Codes for ID-Specific Video Customized Diffusion

Our method reconstructs 3D worlds from video diffusion models using non-rigid alignment to resolve inherent 3D inconsistencies in the generated sequences.

Video Diffusion Alignment via Reward Gradients. We improve a variety of video diffusion models such as VideoCrafter, OpenSora, ModelScope and StableVideoDiffusion by finetuning them using various reward models such as HPS, PickScore, VideoMAE, VJEPA, YOLO, Aesthetics etc.

SCoPE: Sightline-Coordinate Positional Encoding for 3D-Aware Video Generation

[SIGGRAPH Asia 2025] WorldExplorer: Towards Generating Fully Navigable 3D Scenes

[CVPR 2024 Highlight] ViVid-1-to-3: Novel View Synthesis with Video Diffusion Models

NEWTON: Agentic Planning for Physically Grounded Video Generation

SVOR - Stable Video Object Removal

[CVPR 2025] Official code for Using Diffusion Priors for Video Amodal Segmentation

Train a real-time, playable Video World Models on 8 GPUs — keyboard & mouse control & gamepad, fully open and reproducible.

Official Implementation of LongLive-RAG: A general retrieval-augmented framework for long video generation.

Official implementation of the paper "VGGT-Diff: Visual Geometry Meets Diffusion for Sparse-View Novel View Synthesis."

UniVidX intrinsic & alpha video decomposition custom nodes for ComfyUI

[NeurIPS 2024] Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation

Official Code for "Video Diffusion Avatars: Taming Video Diffusion Models into Controllable 3D Avatars"

[ECCV 2026] Official implementation of "MemRoPE: Training-Free Infinite Video Generation via Evolving Memory Tokens"

DiffHDR: Re-Exposing LDR Videos with Video Diffusion Models (ECCV 2026)

This is the project for 'Any2Caption', Interpreting Any Condition to Caption for Controllable Video Generation