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FlowLong: Inference-time Long Video Generation via
Manifold-constrained Tweedie Matching

Paper PDF Project Page

main_pipe-1

TL;DR: FlowLong is a training-free, model-agnostic inference-time method that extends pretrained flow-based video diffusion models beyond their native generation horizon — works uniformly for text-to-video, audio-video joint, and text-to-3D scene generation.

Jangho Park*, Geon Yeong Park*, Gihyun Kwon†, Jong Chul Ye†.

KAIST, Amazon

🔥 News

  • [2026.05.21] Our paper is now available on arXiv!

🎵 Text to Audio-Video Joint Generation

30-second audio-video joint generation from LTX-2. Click ▶ to play with sound.

🔊 Click the unmute icon to hear sound.

audiovideo_drummer_70.mp4

🎬 Text to Video

30-second video generation from HunyuanVideo-1.5.

video_kangaroo_70.mp4

🏞 Text to 3D Gaussian Splatting

Long text-to-3DGS generation by extending VIST3A (Wan 2.1-14B + AnySplat).

3dgs_suburban_70.mp4

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