Frame Context Packing and Drift Prevention in Next-Frame-Prediction Video Diffusion Models

NeurIPSSpotlight2025

Authors
Lvmin Zhang, Shengqu Cai, Muyang Li, Gordon Wetzstein, Maneesh Agrawala
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

We present a neural network structure, FramePack, to train next-frame (or next-frame-section) prediction models for video generation…

Opening excerpt from the authors’ abstract. source

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Topics

diffusion video

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