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One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning


Apr 27, 2021
Chaosheng Dong, Xiaojie Jin, Weihao Gao, Yijia Wang, Hongyi Zhang, Xiang Wu, Jianchao Yang, Xiaobing Liu

* 13 pages 

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CM-NAS: Rethinking Cross-Modality Neural Architectures for Visible-Infrared Person Re-Identification


Jan 21, 2021
Chaoyou Fu, Yibo Hu, Xiang Wu, Hailin Shi, Tao Mei, Ran He


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Imbalance Robust Softmax for Deep Embeeding Learning


Nov 23, 2020
Hao Zhu, Yang Yuan, Guosheng Hu, Xiang Wu, Neil Robertson

* has been accepted by ACCV 2020 

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DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition


Sep 20, 2020
Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He


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Deep Momentum Uncertainty Hashing


Sep 17, 2020
Chaoyou Fu, Guoli Wang, Xiang Wu, Qian Zhang, Ran He


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TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search


Aug 12, 2020
Yibo Hu, Xiang Wu, Ran He

* Accepted by ECCV2020. Code is available at https://github.com/AberHu/TF-NAS 

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HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces


Dec 19, 2019
Yang Liu, Xu Tang, Xiang Wu, Junyu Han, Jingtuo Liu, Errui Ding

* 9 pages, 6 figures 

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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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New Loss Functions for Fast Maximum Inner Product Search


Sep 11, 2019
Ruiqi Guo, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar, Xiang Wu


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Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network


Jun 02, 2019
Feng Mao, Xiang Wu, Hui Xue, Rong Zhang

* ECCV 2018 Workshops pp 262-270 
* ECCV 2018 

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Low-Rank Principal Eigenmatrix Analysis


Apr 28, 2019
Krishna Balasubramanian, Elynn Y. Chen, Jianqing Fan, Xiang Wu


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M2FPA: A Multi-Yaw Multi-Pitch High-Quality Database and Benchmark for Facial Pose Analysis


Mar 30, 2019
Peipei Li, Xiang Wu, Yibo Hu, Ran He, Zhenan Sun


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UVA: A Universal Variational Framework for Continuous Age Analysis


Mar 30, 2019
Peipei Li, Huaibo Huang, Yibo Hu, Xiang Wu, Ran He, Zhenan Sun


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High Fidelity Face Manipulation with Extreme Pose and Expression


Mar 28, 2019
Chaoyou Fu, Yibo Hu, Xiang Wu, Guoli Wang, Qian Zhang, Ran He


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Local Orthogonal Decomposition for Maximum Inner Product Search


Mar 25, 2019
Xiang Wu, Ruiqi Guo, Sanjiv Kumar, David Simcha


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Dual Variational Generation for Low-Shot Heterogeneous Face Recognition


Mar 25, 2019
Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He


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Efficient Inner Product Approximation in Hybrid Spaces


Mar 20, 2019
Xiang Wu, Ruiqi Guo, David Simcha, Dave Dopson, Sanjiv Kumar


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Disentangled Variational Representation for Heterogeneous Face Recognition


Nov 04, 2018
Xiang Wu, Huaibo Huang, Vishal M. Patel, Ran He, Zhenan Sun

* AAAI 2019 

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A Blended Deep Learning Approach for Predicting User Intended Actions


Oct 11, 2018
Fei Tan, Zhi Wei, Jun He, Xiang Wu, Bo Peng, Haoran Liu, Zhenyu Yan

* 10 pages, International Conference on Data Mining 2018 

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Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing


Sep 07, 2018
Chaoyou Fu, Liangchen Song, Xiang Wu, Guoli Wang, Ran He


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A Light CNN for Deep Face Representation with Noisy Labels


Aug 12, 2018
Xiang Wu, Ran He, Zhenan Sun, Tieniu Tan

* arXiv admin note: text overlap with arXiv:1507.04844. The models are released on https://github.com/AlfredXiangWu/LightCNN, IEEE Transactions on Information Forensics and Security, 2018 

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Learning Scene-specific Object Detectors Based on a Generative-Discriminative Model with Minimal Supervision


Mar 13, 2018
Dapeng Luo, Zhipeng Zeng, Nong Sang, Xiang Wu, Longsheng Wei, Quanzheng Mou, Jun Cheng, Chen Luo


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Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification


Nov 22, 2017
Yi Li, Lingxiao Song, Xiang Wu, Ran He, Tieniu Tan

* The paper is accepted by AAAI-18 

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Coupled Deep Learning for Heterogeneous Face Recognition


Nov 16, 2017
Xiang Wu, Lingxiao Song, Ran He, Tieniu Tan

* AAAI 2018 

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Adversarial Discriminative Heterogeneous Face Recognition


Sep 12, 2017
Lingxiao Song, Man Zhang, Xiang Wu, Ran He


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Attention-Set based Metric Learning for Video Face Recognition


Aug 28, 2017
Yibo Hu, Xiang Wu, Ran He

* modify for ACPR 

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Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition


Aug 08, 2017
Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan


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Learning Robust Deep Face Representation


Jul 17, 2015
Xiang Wu


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