文章总览 - 105
Learnable Subspace Clustering
Learnable Subspace Clustering

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A Lightweight Clustering Framework for Unsupervised Semantic Segmentation
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation

aixiv文章,面对无监督语义分割,使用多级聚类的方法来实现。

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CASIA1数据集
CASIA1数据集

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评价指标
评价指标

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DDPM
DDPM

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实验记录
实验记录

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DiffForensics:Leveraging Diffusion Prior to Image Forgery Detection and Localization
DiffForensics:Leveraging Diffusion Prior to Image Forgery Detection and Localization

发表于CVPR2024,两阶段的训练过程,该框架包括自监督去噪扩散的训练前阶段和多任务微调阶段,提出了一种新的边缘提示增强模块,该模块集成在多个尺度的解码器中,以增强被篡改的边缘痕迹从粗到细。

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SUMI-IFL:An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints
SUMI-IFL:An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints

发表于aixiv,使用信息瓶颈理论完成图像篡改任务,没和NP++、IFL-VIT比较。

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EditGuard:Versatile Image Watermarking for Tamper Localization and Copyright Protection
EditGuard:Versatile Image Watermarking for Tamper Localization and Copyright Protection

发表于CVPR2024,将版权水印和图像篡改主动保护两个任务联合起来。

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UGEE-Net:Uncertainty-guided and edge-enhanced network for image splicing localization
UGEE-Net:Uncertainty-guided and edge-enhanced network for image splicing localization

发表于NeuralNetworks 2024。

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