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Yuzhen Du

3 accepted papers

2025

ATA: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting

CVPR 2025poster

Image inpainting aims to fill the missing region of an image.Recently, there has been a surge of interest in foreground-conditioned background inpainting, a sub-task that fills the background of an image while the foreground subject and associated text prompt are provided.Existing background inpaint…

Cited by 0SourcePDFScholar
2025

Pinco: Position-induced Consistent Adapter for Diffusion Transformer in Foreground-conditioned Inpainting

ICCV 2025poster

Foreground-conditioned inpainting aims to seamlessly fill the background region of an image by utilizing the provided foreground subject and a text description. While existing T2I-based image inpainting methods can be applied to this task, they suffer from issues of subject shape expansion, distorti…

Cited by 0SourcePDFScholar
2024

AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model

AAAI 2024technical

Anomaly inspection plays an important role in industrial manufacture. Existing anomaly inspection methods are limited in their performance due to insufficient anomaly data. Although anomaly generation methods have been proposed to augment the anomaly data, they either suffer from poor generation aut…