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Shu-Tao Xia

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Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses

Feb 06, 2024
Hao Fang, Yixiang Qiu, Hongyao Yu, Wenbo Yu, Jiawei Kong, Baoli Chong, Bin Chen, Xuan Wang, Shu-Tao Xia

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Fast Implicit Neural Representation Image Codec in Resource-limited Devices

Jan 23, 2024
Xiang Liu, Jiahong Chen, Bin Chen, Zimo Liu, Baoyi An, Shu-Tao Xia

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Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images

Jan 20, 2024
Kuofeng Gao, Yang Bai, Jindong Gu, Shu-Tao Xia, Philip Torr, Zhifeng Li, Wei Liu

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Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders

Dec 17, 2023
Yaohua Zha, Huizhen Ji, Jinmin Li, Rongsheng Li, Tao Dai, Bin Chen, Zhi Wang, Shu-Tao Xia

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AdaptIR: Parameter Efficient Multi-task Adaptation for Pre-trained Image Restoration Models

Dec 12, 2023
Hang Guo, Tao Dai, Yuanchao Bai, Bin Chen, Shu-Tao Xia, Zexuan Zhu

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Towards Sample-specific Backdoor Attack with Clean Labels via Attribute Trigger

Dec 03, 2023
Yiming Li, Mingyan Zhu, Junfeng Guo, Tao Wei, Shu-Tao Xia, Zhan Qin

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Perceptual Image Compression with Cooperative Cross-Modal Side Information

Nov 28, 2023
Shiyu Qin, Bin Chen, Yujun Huang, Baoyi An, Tao Dai, Shu-Tao Xia

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Progressive Learning with Visual Prompt Tuning for Variable-Rate Image Compression

Nov 28, 2023
Shiyu Qin, Yimin Zhou, Jinpeng Wang, Bin Chen, Baoyi An, Tao Dai, Shu-Tao Xia

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BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP

Nov 26, 2023
Jiawang Bai, Kuofeng Gao, Shaobo Min, Shu-Tao Xia, Zhifeng Li, Wei Liu

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Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand

Oct 09, 2023
Junfeng Guo, Yiming Li, Lixu Wang, Shu-Tao Xia, Heng Huang, Cong Liu, Bo Li

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