[ICLR 26 Oral] Stable Video Infinity: Infinite-Length Video Generation with Error Recycling

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

Helios: Real Real-Time Long Video Generation Model

[TPAMI 2025🔥] MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators

Official implementation for "RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers" (ICML 2025) , UltraViCo (ICLR 2026) and UltraImage

[ICLR 2026] Official Repo for Rolling Forcing: Autoregressive Long Video Diffusion in Real Time

The official implementation for "Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-Denoising".

Official PyTorch implementation of TATS: A Long Video Generation Framework with Time-Agnostic VQGAN and Time-Sensitive Transformer (ECCV 2022)

[CVPR 2026] VideoCoF: Unified Video Editing with Temporal Reasoner

CVPRW 2025 paper Progressive Autoregressive Video Diffusion Models: https://arxiv.org/abs/2410.08151

[ICCV 2025] TokensGen: Harnessing Condensed Tokens for Long Video Generation

[CVPR 2026] Action-Controllable Infinite Video Generation Emerges From Autoregressive Self-Rollout

official code for "magicworld: towards long-horizon stability for interactive video world exploration"

A pipeline to generate long videos according to text prompt

BlockVid: Block Diffusion for High-Fidelity and Coherent Minute-Long Video Generation

Generate vertical videos for Reels and Shorts offline — text to video with voice, 100% on your PC. No cloud. No watermark.

[arXiv'26] Relax Forcing: Relaxed KV-Memory for Consistent Long Video Generation

SkyReels-V2: Infinite-length Film Generative model

🎥 Create vertical videos locally from text prompts with LocalReel. Enjoy simple content generation without cloud uploads or watermarks.

🎥 Generate long videos in real time with Rolling Forcing, achieving 16 fps on a single GPU and minimizing error over extended durations.