Search Results for author: Xiaoyu Xian

Found 7 papers, 4 papers with code

IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing Images

1 code implementation18 Mar 2024 Meilin Wang, Yexing Song, Pengxu Wei, Xiaoyu Xian, Yukai Shi, Liang Lin

IDF-CR consists of a pixel space cloud removal module (Pixel-CR) and a latent space iterative noise diffusion network (IND).

Cloud Removal Image Generation +1

DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions

1 code implementation2 Mar 2024 Guangrun Wang, Changlin Li, Liuchun Yuan, Jiefeng Peng, Xiaoyu Xian, Xiaodan Liang, Xiaojun Chang, Liang Lin

Addressing this problem, we modularize a large search space into blocks with small search spaces and develop a family of models with the distilling neural architecture (DNA) techniques.

Neural Architecture Search

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

NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-World Video Super-Resolution

no code implementations24 May 2023 Yexing Song, Meilin Wang, Zhijing Yang, Xiaoyu Xian, Yukai Shi

On the contrary, simple combinations of classical degradation are used for real-world noise modeling, which led to the VSR model often being violated by out-of-distribution noise.

Video Super-Resolution

Open-World Pose Transfer via Sequential Test-Time Adaption

no code implementations20 Mar 2023 Junyang Chen, Xiaoyu Xian, Zhijing Yang, Tianshui Chen, Yongyi Lu, Yukai Shi, Jinshan Pan, Liang Lin

In open-world conditions, the pose transfer task raises various independent signals: OOD appearance and skeleton, which need to be extracted and distributed in speciality.

Motion Synthesis Person Re-Identification +1

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