ScaleLong: Towards more stable training of diffusion model via scaling network long skip connection
In diffusion models, UNet is the most popular network backbone, since its long skip connects (LSCs) to connect distant network blocks can aggregate long-distant information and alleviate vanishing gradient. Unfortunately, UNet often suffers from unstable training in diffusion models which can be all...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2023
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/9025 https://ink.library.smu.edu.sg/context/sis_research/article/10028/viewcontent/2023_NeurIPS_scalelong.pdf |
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| Institution: | Singapore Management University |
| Language: | English |