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Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning


Apr 06, 2021
Jianfeng Dong, Zhe Ma, Xiaofeng Mao, Xun Yang, Yuan He, Richang Hong, Shouling Ji

* arXiv admin note: substantial text overlap with arXiv:2002.02814 

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QAIR: Practical Query-efficient Black-Box Attacks for Image Retrieval


Mar 23, 2021
Xiaodan Li, Jinfeng Li, Yuefeng Chen, Shaokai Ye, Yuan He, Shuhui Wang, Hang Su, Hui Xue


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Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association


Mar 12, 2021
Peisong Wen, Qianqian Xu, Yangbangyan Jiang, Zhiyong Yang, Yuan He, Qingming Huang


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Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink


Mar 11, 2021
Ranjie Duan, Xiaofeng Mao, A. K. Qin, Yun Yang, Yuefeng Chen, Shaokai Ye, Yuan He

* Accepted to CVPR2021 

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Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain


Mar 10, 2021
Honggu Liu, Xiaodan Li, Wenbo Zhou, Yuefeng Chen, Yuan He, Hui Xue, Weiming Zhang, Nenghai Yu

* Accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 

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Hierarchical Similarity Learning for Language-based Product Image Retrieval


Feb 18, 2021
Zhe Ma, Fenghao Liu, Jianfeng Dong, Xiaoye Qu, Yuan He, Shouling Ji

* Accepted by ICASSP 2021. Code and data will be available at https://github.com/liufh1/hsl 

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The Open Brands Dataset: Unified brand detection and recognition at scale


Dec 14, 2020
Xuan Jin, Wei Su, Rong Zhang, Yuan He, Hui Xue

* ICASSP2020 

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Composite Adversarial Attacks


Dec 10, 2020
Xiaofeng Mao, Yuefeng Chen, Shuhui Wang, Hang Su, Yuan He, Hui Xue

* To appear in AAAI 2021, code will be released later 

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Heuristic Domain Adaptation


Nov 30, 2020
Shuhao Cui, Xuan Jin, Shuhui Wang, Yuan He, Qingming Huang

* NeurIPS 2020 

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Sharp Multiple Instance Learning for DeepFake Video Detection


Aug 11, 2020
Xiaodan Li, Yining Lang, Yuefeng Chen, Xiaofeng Mao, Yuan He, Shuhui Wang, Hui Xue, Quan Lu

* Proceedings of the 28th ACM International Conference on Multimedia, 2020 
* Accepted at ACM MM 2020. 11 pages, 8 figures, with appendix 

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GAP++: Learning to generate target-conditioned adversarial examples


Jun 09, 2020
Xiaofeng Mao, Yuefeng Chen, Yuhong Li, Yuan He, Hui Xue

* Accepted to IJCAI 2019 AIBS Workshop 

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Robust Generative Adversarial Network


Apr 28, 2020
Shufei Zhang, Zhuang Qian, Kaizhu Huang, Jimin Xiao, Yuan He

* This paper has been submitted to ICLR in Sep 25. 2019 

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Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network


Feb 07, 2020
Zhe Ma, Jianfeng Dong, Yao Zhang, Zhongzi Long, Yuan He, Hui Xue, Shouling Ji

* 16 pages, 13 figutes. Accepted by AAAI 2020. Code and data are available at https://github.com/Maryeon/asen 

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Class Regularization: Improve Few-shot Image Classification by Reducing Meta Shift


Dec 18, 2019
Da Chen, Feng Mao, Mingli Song, Yuan He, Xiang Wu, Jinqiao Wang, Wenbin Li, Yongliang Yang, Hui Xue


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AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients


Nov 29, 2019
Xiaodan Li, Yuefeng Chen, Yuan He, Hui Xue

* Submitted to ICASSP 2020, Implementation https://github.com/fiona-lxd/AdvKnn 

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Learning To Characterize Adversarial Subspaces


Nov 15, 2019
Xiaofeng Mao, Yuefeng Chen, Yuhong Li, Yuan He, Hui Xue

* Submitted to ICASSP 2020 

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Self-supervised Adversarial Training


Nov 15, 2019
Kejiang Chen, Hang Zhou, Yuefeng Chen, Xiaofeng Mao, Yuhong Li, Yuan He, Hui Xue, Weiming Zhang, Nenghai Yu

* Submitted to ICASSP 2020 

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Self-Supervised Learning For Few-Shot Image Classification


Nov 14, 2019
Da Chen, Yuefeng Chen, Yuhong Li, Feng Mao, Yuan He, Hui Xue

* Submitted to ICASSP 2020, Implementation https://github.com/phecy/ssl-few-shot 

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Progressive Relation Learning for Group Activity Recognition


Aug 08, 2019
Guyue Hu, Bo Cui, Yuan He, Shan Yu

* 8 pages 

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Leveraging Deep Learning to Improve the Performance Predictability of Cloud Microservices


May 02, 2019
Yu Gan, Yanqi Zhang, Kelvin Hu, Dailun Cheng, Yuan He, Meghna Pancholi, Christina Delimitrou


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Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks


Mar 18, 2019
Xiaofeng Mao, Yuefeng Chen, Yuhong Li, Tao Xiong, Yuan He, Hui Xue

* To appear at ICASSP 2019. Implementation: https://github.com/vtddggg/BilinearGAN_for_LBIE 

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Graph Neural Networks for Social Recommendation


Feb 19, 2019
Wenqi Fan, Yao Ma, Qing Li, Yuan He, Eric Zhao, Jiliang Tang, Dawei Yin

* accepted by www2019 conference 

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A Neural Network Aided Approach for LDPC Coded DCO-OFDM with Clipping Distortion


Sep 04, 2018
Yuan He, Ming Jiang, Chunming Zhao

* 8 pages, 8 figures 

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