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Distribution Matching Distillation
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Distribution Matching Distillation

Creator
Creator
Seonglae Cho
Created
Created
2024 Nov 26 12:37
Editor
Editor
Seonglae Cho
Edited
Edited
2024 Nov 27 23:7
Refs
Refs
Probability Distribution
Knowledge Distillation
Consistency Model

DMD

다단계 말고 으로 냅다 가버리는데 distillation으로 보완해서 부모 모델 upperbound
notion image
 
 
 
One-step Diffusion with Distribution Matching Distillation
https://tianweiy.github.io/dmd/
AI generates high-quality images 30 times faster in a single step | MIT CSAIL
In our current age of artificial intelligence, computers can generate their own “art” by way of diffusion models, iteratively adding structure to a noisy initial state until a clear image or video emerges. Diffusion models have suddenly grabbed a seat at everyone’s table: Enter a few words and experience instantaneous, dopamine-spiking dreamscapes at the intersection of reality and fantasy. Behind the scenes, it involves a complex, time-intensive process requiring numerous iterations for the algorithm to perfect the image.
AI generates high-quality images 30 times faster in a single step | MIT CSAIL
https://www.csail.mit.edu/news/ai-generates-high-quality-images-30-times-faster-single-step
 

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Distribution Matching Distillation
Copyright Seonglae Cho