Search Results for author: Zhimin Sun

Found 5 papers, 2 papers with code

A$^\text{T}$A: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting

no code implementations2 Apr 2025 Yizhe Tang, Zhimin Sun, Yuzhen Du, Ran Yi, Guangben Lu, Teng Hu, Luying Li, Lizhuang Ma, Fangyuan Zou

Existing background inpainting methods typically strictly preserve the subject's original position from the source image, resulting in inconsistencies between the subject and the generated background.

Image Inpainting Position

MOS: Modeling Object-Scene Associations in Generalized Category Discovery

1 code implementation15 Mar 2025 Zhengyuan Peng, Jinpeng Ma, Zhimin Sun, Ran Yi, Haichuan Song, Xin Tan, Lizhuang Ma

We attribute the misinterpretation of scene information to a key factor: the Ambiguity Challenge inherent in GCD.

Attribute

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

no code implementations5 Dec 2024 Guangben Lu, Yuzhen Du, Zhimin Sun, Ran Yi, Yifan Qi, Yizhe Tang, Tianyi Wang, Lizhuang Ma, Fangyuan Zou

Foreground-conditioned inpainting aims to seamlessly fill the background region of an image by utilizing the provided foreground subject and a text description.

Image Inpainting Position

Contrastive Pseudo Learning for Open-World DeepFake Attribution

1 code implementation ICCV 2023 Zhimin Sun, Shen Chen, Taiping Yao, Bangjie Yin, Ran Yi, Shouhong Ding, Lizhuang Ma

The challenge in sourcing attribution for forgery faces has gained widespread attention due to the rapid development of generative techniques.

DeepFake Detection Face Swapping +1

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