文章总览 - 105
统计信号处理
统计信号处理

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统计信号处理作业
统计信号处理作业

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面对AIGC的多功能数字水印与版权保护研究(5月22日讲座)
面对AIGC的多功能数字水印与版权保护研究(5月22日讲座)

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SAM
SAM

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CMX:_Cross-Modal_Fusion_for_RGB-X_Semantic_Segmentation_With_Transformers
CMX:_Cross-Modal_Fusion_for_RGB-X_Semantic_Segmentation_With_Transformers

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Uncertainty-guided Learning for Improving Image Manipulation Detection
Uncertainty-guided Learning for Improving Image Manipulation Detection

发表于ICCV2023 将不确定性进行建模。

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Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning
Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning

发表于ICCV2023,关注边界的信息,使用边界监督。

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ANOMALYCLIP
ANOMALYCLIP

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Dual_Defense
Dual_Defense

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Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning

发表于ICCV2023,为弱监督图像篡改检测,具体来说,学习了两个一致性属性,多源一致性(MSC, multi-source consistency)和补丁间一致性(IPC, inter-patch consistency )。MSC利用不同的内容无关信息,并通过在线伪标签生成和细化过程实现跨源学习。IPC执行全局成对补丁关系推理,以发现完整的操作区域。

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