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Untargeted Backdoor Attack against Object Detection


Nov 02, 2022
Chengxiao Luo, Yiming Li, Yong Jiang, Shu-Tao Xia

* 5 pages 

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BATT: Backdoor Attack with Transformation-based Triggers


Nov 02, 2022
Tong Xu, Yiming Li, Yong Jiang, Shu-Tao Xia

* 5 pages 

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Backdoor Defense via Suppressing Model Shortcuts


Nov 02, 2022
Sheng Yang, Yiming Li, Yong Jiang, Shu-Tao Xia

* 5 pages 

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Towards Mitigating the Problem of Insufficient and Ambiguous Supervision in Online Crowdsourcing Annotation


Oct 20, 2022
Qian-Wei Wang, Bowen Zhao, Mingyan Zhu, Tianxiang Li, Zimo Liu, Shu-Tao Xia


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Towards Effective Image Manipulation Detection with Proposal Contrastive Learning


Oct 16, 2022
Yuyuan Zeng, Bowen Zhao, Shanzhao Qiu, Tao Dai, Shu-Tao Xia


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Vertical Semi-Federated Learning for Efficient Online Advertising


Sep 30, 2022
Wenjie Li, Qiaolin Xia, Hao Cheng, Kouyin Xue, Shu-Tao Xia


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Learning Transferable Spatiotemporal Representations from Natural Script Knowledge


Sep 30, 2022
Ziyun Zeng, Yuying Ge, Xihui Liu, Bin Chen, Ping Luo, Shu-Tao Xia, Yixiao Ge


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Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection


Sep 27, 2022
Yiming Li, Yang Bai, Yong Jiang, Yong Yang, Shu-Tao Xia, Bo Li

* This work is accepted by the NeurIPS 2022. The first two authors contributed equally to this work. 25 pages 

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Learned Distributed Image Compression with Multi-Scale Patch Matching in Feature Domai


Sep 06, 2022
Yujun Huang, Bin Chen, Shiyu Qin, Jiawei Li, Yaowei Wang, Tao Dai, Shu-Tao Xia


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Imperceptible and Robust Backdoor Attack in 3D Point Cloud


Aug 17, 2022
Kuofeng Gao, Jiawang Bai, Baoyuan Wu, Mengxi Ya, Shu-Tao Xia


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