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Anchoring to Exemplars for Training Mixture-of-Expert Cell Embeddings


Dec 06, 2021
Siqi Wang, Manyuan Lu, Nikita Moshkov, Juan C. Caicedo, Bryan A. Plummer


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Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests


Aug 05, 2021
Siqi Wang, Guang Yu, Zhiping Cai, Xinwang Liu, En Zhu, Jianping Yin, Qing Liao

* Submitted to TPAMI 

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Sensing Anomalies like Humans: A Hominine Framework to Detect Abnormal Events from Unlabeled Videos


Aug 04, 2021
Siqi Wang, Guang Yu, Zhiping Cai, En Zhu, Xinwang Liu, Jianping Yin, Chengzhang Zhu

* 12 pages, 5 figures 

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Multi-view Deep One-class Classification: A Systematic Exploration


Apr 27, 2021
Siqi Wang, Jiyuan Liu, Guang Yu, Xinwang Liu, Sihang Zhou, En Zhu, Yuexiang Yang, Jianping Yin


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Rethink AI-based Power Grid Control: Diving Into Algorithm Design


Dec 23, 2020
Xiren Zhou, Siqi Wang, Ruisheng Diao, Desong Bian, Jiahui Duan, Di Shi

* Accepted by 34th NeurIPS Ml4eng Workshop, 2020 

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A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification


Sep 05, 2020
Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Yi Guo, Jun Cheng, Bin Hu, Xinwang Liu

* Codes are available at https://github.com/Kali-Hac/Locality-Awareness-SGE. This article is an extended version of our conference (IJCAI-2020) paper at https://www.ijcai.org/proceedings/2020/0125. arXiv admin note: substantial text overlap with arXiv:2008.09435 

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Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events


Aug 27, 2020
Guang Yu, Siqi Wang, Zhiping Cai, En Zhu, Chuanfu Xu, Jianping Yin, Marius Kloft

* To be published as an oral paper in Proceedings of the 28th ACM International Conference on Multimedia (ACM MM '20). 9 pages, 7 figures 

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Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification


Aug 21, 2020
Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Huang Da, Jun Cheng, Bin Hu

* In IJCAI, pages 898-905, 2020 
* Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI. Codes are available at https://github.com/Kali-Hac/SGE-LA 

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Neural Network Inference on Mobile SoCs


Aug 24, 2019
Siqi Wang, Anuj Pathania, Tulika Mitra


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High-Throughput CNN Inference on Embedded ARM big.LITTLE Multi-Core Processors


Mar 14, 2019
Siqi Wang, Gayathri Ananthanarayanan, Yifan Zeng, Neeraj Goel, Anuj Pathania, Tulika Mitra

* 14 pages, submitted to the Transactions on Computer-Aided Design of Integrated Circuits and Systems 

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BEBP: An Poisoning Method Against Machine Learning Based IDSs


Mar 11, 2018
Pan Li, Qiang Liu, Wentao Zhao, Dongxu Wang, Siqi Wang

* 7 pages,5figures, conference 

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