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All SourcesarXiv
#portrait animation

MoCha:End-to-End Video Character Replacement without Structural Guidance

Intermediate
Zhengbo Xu, Jie Ma et al.Jan 13arXiv

MoCha is a new AI that swaps a person in a video with a new character using only one mask on one frame and a few reference photos.

#video diffusion#character replacement#in-context learning

Knot Forcing: Taming Autoregressive Video Diffusion Models for Real-time Infinite Interactive Portrait Animation

Intermediate
Steven Xiao, Xindi Zhang et al.Dec 25arXiv

This paper introduces Knot Forcing, a way to make talking-head videos that look great while being generated live, frame by frame.

#Knot Forcing#autoregressive video diffusion#temporal knot

FlashPortrait: 6x Faster Infinite Portrait Animation with Adaptive Latent Prediction

Intermediate
Shuyuan Tu, Yueming Pan et al.Dec 18arXiv

FlashPortrait makes talking-portrait videos that keep a person’s identity steady for as long as you want—minutes or even hours.

#FlashPortrait#portrait animation#identity consistency