Search Results for author: Yupei Lin

Found 4 papers, 1 papers with code

MirrorDiffusion: Stabilizing Diffusion Process in Zero-shot Image Translation by Prompts Redescription and Beyond

no code implementations6 Jan 2024 Yupei Lin, Xiaoyu Xian, Yukai Shi, Liang Lin

By using a target text prompt for domain adaption, the diffusion model is able to implement zero-shot image-to-image translation advantageously.

Denoising Domain Adaptation +3

ReGeneration Learning of Diffusion Models with Rich Prompts for Zero-Shot Image Translation

no code implementations8 May 2023 Yupei Lin, Sen Zhang, Xiaojun Yang, Xiao Wang, Yukai Shi

To ensure consistent preservation of the shape during image editing, we propose cross-attention guidance based on regeneration learning.

Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation

no code implementations23 Apr 2022 Yupei Lin, Sen Zhang, Tianshui Chen, Yongyi Lu, Guangping Li, Yukai Shi

Recently, contrastive learning (CL) has been used to further investigate the image correspondence in unpaired image translation by using patch-based positive/negative learning.

Contrastive Learning Image-to-Image Translation +1

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