Consistency Model

Creator

Creator

Seonglae Cho

Created

Created

2024 Oct 24 22:46

Editor

Editor

Seonglae Cho

Edited

Edited

2024 Nov 18 15:54

Refs

Refs

consistency loss

적은 샘플링 단계로도 고품질 샘플을 생성

Scaling 가능

Diffusion Model use multi step noise reduction, while Consistency model generate once

Consistency Models

Consistency Models

Diffusion models have significantly advanced the fields of image, audio, and video generation, but they depend on an iterative sampling process that causes slow generation. To overcome this...

Consistency Models

https://arxiv.org/abs/2303.01469

Consistency Models

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