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Deep Metric Learning for Few-Shot Image Classification: A Selective Review


May 17, 2021
Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue


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SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes


Apr 28, 2021
Jiacheng Chen, Bin-Bin Gao, Zongqing Lu, Jing-Hao Xue, Chengjie Wang, Qingmin Liao

* 9 pages, 5 figures 

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Towards Open-World Text-Guided Face Image Generation and Manipulation


Apr 18, 2021
Weihao Xia, Yujiu Yang, Jing-Hao Xue, Baoyuan Wu

* arXiv admin note: substantial text overlap with arXiv:2012.03308 

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GAN Inversion: A Survey


Jan 14, 2021
Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang

* papers on generative modeling: https://github.com/zhoubolei/awesome-generative-modeling awesome gan-inversion papers: https://github.com/weihaox/awesome-image-translation/blob/master/awesome-gan-inversion.md 

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TediGAN: Text-Guided Diverse Image Generation and Manipulation


Dec 06, 2020
Weihao Xia, Yujiu Yang, Jing-Hao Xue, Baoyuan Wu

* Code: https://github.com/weihaox/TediGAN; Data: https://github.com/weihaox/Multi-Modal-CelebA-HQ; Video: https://youtu.be/L8Na2f5viAM 

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BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification


Nov 29, 2020
Xiaoxu Li, Jijie Wu, Zhuo Sun, Zhanyu Ma, Jie Cao, Jing-Hao Xue

* IEEE TIP 2020 

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DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference


Nov 17, 2020
Jiyang Xie, Zhanyu Ma, Jing-Hao Xue, Guoqiang Zhang, Jun Guo


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Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization


Oct 11, 2020
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo


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Controllable Continuous Gaze Redirection


Oct 09, 2020
Weihao Xia, Yujiu Yang, Jing-Hao Xue, Wensen Feng

* accepted by ACM International Conference on Multimedia (ACM MM), 2020 

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ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification


Jun 27, 2020
Xiaoxu Li, Liyun Yu, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue, Jie Cao, Jun Guo

* IEEE TCSVT 2020 

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Towards Certified Robustness of Metric Learning


Jun 10, 2020
Xiaochen Yang, Yiwen Guo, Mingzhi Dong, Jing-Hao Xue

* 19 pages, 7 figures 

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A Concise Review of Recent Few-shot Meta-learning Methods


May 22, 2020
Xiaoxu Li, Zhuo Sun, Jing-Hao Xue, Zhanyu Ma

* 7 pages 

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OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer


Apr 20, 2020
Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jingyi Yu, Jun Guo

* TIP 2020. Code available at https://github.com/dongliangchang/OSLNet 

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XSepConv: Extremely Separated Convolution


Feb 27, 2020
Jiarong Chen, Zongqing Lu, Jing-Hao Xue, Qingmin Liao


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Deep Multi-task Multi-label CNN for Effective Facial Attribute Classification


Feb 10, 2020
Longbiao Mao, Yan Yan, Jing-Hao Xue, Hanzi Wang


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Domain-Aware No-Reference Image Quality Assessment


Nov 02, 2019
Weihao Xia, Yujiu Yang, Jing-Hao Xue, Jing Xiao

* 9 pages 

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Unsupervised Multi-Domain Multimodal Image-to-Image Translation with Explicit Domain-Constrained Disentanglement


Nov 02, 2019
Weihao Xia, Yujiu Yang, Jing-Hao Xue

* 20 pages 

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Cali-Sketch: Stroke Calibration and Completion for High-Quality Face Image Generation from Poorly-Drawn Sketches


Nov 01, 2019
Weihao Xia, Yujiu Yang, Jing-Hao Xue

* 10 pages, 12 figures 

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Discriminant analysis based on projection onto generalized difference subspace


Oct 30, 2019
Kazuhiro Fukui, Naoya Sogi, Takumi Kobayashi, Jing-Hao Xue, Atsuto Maki


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An α-Matte Boundary Defocus Model Based Cascaded Network for Multi-focus Image Fusion


Oct 30, 2019
Haoyu Ma, Qingmin Liao, Juncheng Zhang, Shaojun Liu, Jing-Hao Xue

* 10 pages, 8 figures, journal Unfortunately, I cannot spell one of the authors' name coorectly 

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LCSCNet: Linear Compressing Based Skip-Connecting Network for Image Super-Resolution


Sep 09, 2019
Wenming Yang, Xuechen Zhang, Yapeng Tian, Wei Wang, Jing-Hao Xue, Qingmin Liao

* Accepted by IEEE Transactions on Image Processing (IEEE-TIP) 

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Constrained Mutual Convex Cone Method for Image Set Based Recognition


Mar 14, 2019
Naoya Sogi, Rui Zhu, Jing-Hao Xue, Kazuhiro Fukui

* arXiv admin note: substantial text overlap with arXiv:1805.12467 

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Bi-stream Pose Guided Region Ensemble Network for Fingertip Localization from Stereo Images


Feb 26, 2019
Guijin Wang, Cairong Zhang, Xinghao Chen, Xiangyang Ji, Jing-Hao Xue, Hang Wang

* Cairong Zhang and Xinghao Chen are equally contributed 

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Deep Learning for Single Image Super-Resolution: A Brief Review


Aug 09, 2018
Wenming Yang, Xuechen Zhang, Yapeng Tian, Wei Wang, Jing-Hao Xue


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SEA: A Combined Model for Heat Demand Prediction


Jul 28, 2018
Jiyang Xie, Jiaxin Guo, Zhanyu Ma, Jing-Hao Xue, Qie Sun, Hailong Li, Jun Guo


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BALSON: Bayesian Least Squares Optimization with Nonnegative L1-Norm Constraint


Jul 08, 2018
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Jen-Tzung Chien, Zhiqing Lin, Jun Guo


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Metric Learning via Maximizing the Lipschitz Margin Ratio


Feb 09, 2018
Mingzhi Dong, Xiaochen Yang, Yang Wu, Jing-Hao Xue


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Learning Local Metrics and Influential Regions for Classification


Feb 09, 2018
Mingzhi Dong, Yujiang Wang, Xiaochen Yang, Jing-Hao Xue


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Decorrelation of Neutral Vector Variables: Theory and Applications


May 30, 2017
Zhanyu Ma, Jing-Hao Xue, Arne Leijon, Zheng-Hua Tan, Zhen Yang, Jun Guo


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