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TransFlow: Transformer as Flow Learner


Apr 23, 2023
Yawen Lu, Qifan Wang, Siqi Ma, Tong Geng, Yingjie Victor Chen, Huaijin Chen, Dongfang Liu

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* 11 pages. Accepted by CVPR2023 

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Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection


Feb 21, 2023
Chuyang Zhou, Jiajun Huang, Daochang Liu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu

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Anti-Compression Contrastive Facial Forgery Detection


Feb 13, 2023
Jiajun Huang, Xinqi Zhu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu

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Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework with Spatio-Temporal Collaboration


Dec 15, 2022
Liqi Yan, Qifan Wang, Siqi Ma, Jingang Wang, Changbin Yu

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* IEEE Transactions on Circuits and Systems for Video Technology (2022) 

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Control Parameters Considered Harmful: Detecting Range Specification Bugs in Drone Configuration Modules via Learning-Guided Search


Dec 07, 2021
Ruidong Han, Chao Yang, Siqi Ma, JiangFeng Ma, Cong Sun, Juanru Li, Elisa Bertino

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* Accepted to ICSE2022 Technical Track 

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Wideband Channel Estimation for IRS-Aided Systems in the Face of Beam Squint


Jun 05, 2021
Siqi Ma, Wenqian Shen, Jianping An, Lajos Hanzo

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Antenna Array Diagnosis for Millimeter-Wave MIMO Systems


Jun 05, 2021
Siqi Ma, Wenqian Shen, Jianping An, Lajos Hanzo

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Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review


Aug 02, 2020
Yansong Gao, Bao Gia Doan, Zhi Zhang, Siqi Ma, Jiliang Zhang, Anmin Fu, Surya Nepal, Hyoungshick Kim

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* 29 pages, 9 figures, 2 tables 

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