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CelebA-Spoof Challenge 2020 on Face Anti-Spoofing: Methods and Results


Feb 26, 2021
Yuanhan Zhang, Zhenfei Yin, Jing Shao, Ziwei Liu, Shuo Yang, Yuanjun Xiong, Wei Xia, Yan Xu, Man Luo, Jian Liu, Jianshu Li, Zhijun Chen, Mingyu Guo, Hui Li, Junfu Liu, Pengfei Gao, Tianqi Hong, Hao Han, Shijie Liu, Xinhua Chen, Di Qiu, Cheng Zhen, Dashuang Liang, Yufeng Jin, Zhanlong Hao

* Technical report. Challenge website: https://competitions.codalab.org/competitions/26210 

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DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results


Feb 18, 2021
Liming Jiang, Zhengkui Guo, Wayne Wu, Zhaoyang Liu, Ziwei Liu, Chen Change Loy, Shuo Yang, Yuanjun Xiong, Wei Xia, Baoying Chen, Peiyu Zhuang, Sili Li, Shen Chen, Taiping Yao, Shouhong Ding, Jilin Li, Feiyue Huang, Liujuan Cao, Rongrong Ji, Changlei Lu, Ganchao Tan

* Technical report. Challenge website: https://competitions.codalab.org/competitions/25228 

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Learning to Recognize Patch-Wise Consistency for Deepfake Detection


Dec 16, 2020
Tianchen Zhao, Xiang Xu, Mingze Xu, Hui Ding, Yuanjun Xiong, Wei Xia

* 13 pages, 7 figures 

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Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive Learning


Dec 13, 2020
Wei Xia, Chunlei Zhang, Chao Weng, Meng Yu, Dong Yu

* Submitted to ICASSP2021 

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DEAAN: Disentangled Embedding and Adversarial Adaptation Network for Robust Speaker Representation Learning


Dec 12, 2020
Mufan Sang, Wei Xia, John H. L. Hansen

* Submitted to ICASSP 2021 

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Positive-Congruent Training: Towards Regression-Free Model Updates


Nov 20, 2020
Sijie Yan, Yuanjun Xiong, Kaustav Kundu, Shuo Yang, Siqi Deng, Meng Wang, Wei Xia, Stefano Soatto


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GFL: A Decentralized Federated Learning Framework Based On Blockchain


Nov 09, 2020
Yifan Hu, Wei Xia, Jun Xiao, Chao Wu


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SMOT: Single-Shot Multi Object Tracking


Oct 30, 2020
Wei Li, Yuanjun Xiong, Shuo Yang, Siqi Deng, Wei Xia


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3D-Aided Data Augmentation for Robust Face Understanding


Oct 06, 2020
Yifan Xing, Yuanjun Xiong, Wei Xia


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Open-set Short Utterance Forensic Speaker Verification using Teacher-Student Network with Explicit Inductive Bias


Sep 21, 2020
Mufan Sang, Wei Xia, John H. L. Hansen

* Accepted to INTERSPEECH 2020 

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Speaker Representation Learning using Global Context Guided Channel and Time-Frequency Transformations


Sep 09, 2020
Wei Xia, John H. L. Hansen

* Accepted to Interspeech 2020 

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Cross-domain Adaptation with Discrepancy Minimization for Text-independent Forensic Speaker Verification


Sep 09, 2020
Zhenyu Wang, Wei Xia, John H. L. Hansen

* To appear in INTERSPEECH 2020 

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6VecLM: Language Modeling in Vector Space for IPv6 Target Generation


Aug 05, 2020
Tianyu Cui, Gang Xiong, Gaopeng Gou, Junzheng Shi, Wei Xia

* The paper has been accepted at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2020) (https://ecmlpkdd2020.net/programme/accepted/#ADSTab

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Towards causal benchmarking of bias in face analysis algorithms


Jul 13, 2020
Guha Balakrishnan, Yuanjun Xiong, Wei Xia, Pietro Perona

* Long-form version of ECCV 2020 paper 

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On Improving Temporal Consistency for Online Face Liveness Detection


Jun 11, 2020
Xiang Xu, Yuanjun Xiong, Wei Xia

* technical report 

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Towards Backward-Compatible Representation Learning


Mar 29, 2020
Yantao Shen, Yuanjun Xiong, Wei Xia, Stefano Soatto

* Accepted to CVPR 2020 as oral 

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Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation


Aug 04, 2019
Wei Xia, Kazuhito Koishida

* Accepted by Interspeech 2019 

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Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation


Jul 24, 2019
Chenglong Li, Wei Xia, Yan Yan, Bin Luo, Jin Tang

* Submitted it to IEEE TNNLS 

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Analyses of Multi-collection Corpora via Compound Topic Modeling


Jun 17, 2019
Clint P. George, Wei Xia, George Michailidis


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WIDER Face and Pedestrian Challenge 2018: Methods and Results


Feb 19, 2019
Chen Change Loy, Dahua Lin, Wanli Ouyang, Yuanjun Xiong, Shuo Yang, Qingqiu Huang, Dongzhan Zhou, Wei Xia, Quanquan Li, Ping Luo, Junjie Yan, Jianfeng Wang, Zuoxin Li, Ye Yuan, Boxun Li, Shuai Shao, Gang Yu, Fangyun Wei, Xiang Ming, Dong Chen, Shifeng Zhang, Cheng Chi, Zhen Lei, Stan Z. Li, Hongkai Zhang, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen, Wu Liu, Boyan Zhou, Huaxiong Li, Peng Cheng, Tao Mei, Artem Kukharenko, Artem Vasenin, Nikolay Sergievskiy, Hua Yang, Liangqi Li, Qiling Xu, Yuan Hong, Lin Chen, Mingjun Sun, Yirong Mao, Shiying Luo, Yongjun Li, Ruiping Wang, Qiaokang Xie, Ziyang Wu, Lei Lu, Yiheng Liu, Wengang Zhou

* Report of ECCV 2018 workshop: WIDER Face and Pedestrian Challenge 

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Correlation Heuristics for Constraint Programming


May 24, 2018
Ruiwei Wang, Wei Xia, Roland H. C. Yap

* Paper presented at the 29th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2017, Boston, Massachusetts, USA, November 6-8, 2017 

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Learning Robust Search Strategies Using a Bandit-Based Approach


May 10, 2018
Wei Xia, Roland H. C. Yap

* Published at the Proceedings of 32th AAAI Conference on Artificial Intelligence (AAAI'18) 

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CNN: Single-label to Multi-label


Jul 09, 2014
Yunchao Wei, Wei Xia, Junshi Huang, Bingbing Ni, Jian Dong, Yao Zhao, Shuicheng Yan

* 13 pages, 10 figures, 3 tables 

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