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Cross-layer Navigation Convolutional Neural Network for Fine-grained Visual Classification


Jun 21, 2021
Chenyu Guo, Jiyang Xie, Kongming Liang, Xian Sun, Zhanyu Ma

* 5 pages, 3 figures 

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Structured DropConnect for Uncertainty Inference in Image Classification


Jun 16, 2021
Wenqing Zheng, Jiyang Xie, Weidong Liu, Zhanyu Ma

* 5 pages,1 figures 

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CMF: Cascaded Multi-model Fusion for Referring Image Segmentation


Jun 16, 2021
Jianhua Yang, Yan Huang, Zhanyu Ma, Liang Wang

* Accepted by ICIP 2021 

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Channel DropBlock: An Improved Regularization Method for Fine-Grained Visual Classification


Jun 07, 2021
Yifeng Ding, Shuwei Dong, Yujun Tong, Zhanyu Ma, Bo Xiao, Haibin Ling


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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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DF^2AM: Dual-level Feature Fusion and Affinity Modeling for RGB-Infrared Cross-modality Person Re-identification


Apr 01, 2021
Junhui Yin, Zhanyu Ma, Jiyang Xie, Shibo Nie, Kongming Liang, Jun Guo


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Unsupervised Person Re-identification via Simultaneous Clustering and Consistency Learning


Apr 01, 2021
Junhui Yin, Jiayan Qiu, Siqing Zhang, Jiyang Xie, Zhanyu Ma, Jun Guo


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Duplex Contextual Relation Network for Polyp Segmentation


Mar 12, 2021
Zijin Yin, Kongming Liang, Zhanyu Ma, Jun Guo


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Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features


Jan 31, 2021
Dongliang Chang, Yixiao Zheng, Zhanyu Ma, Ruoyi Du, Kongming Liang


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ATRM: Attention-based Task-level Relation Module for GNN-based Few-shot Learning


Jan 25, 2021
Yurong Guo, Zhanyu Ma, Xiaoxu Li, Yuan Dong


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Grad-CAM guided channel-spatial attention module for fine-grained visual classification


Jan 24, 2021
Shuai Xu, Dongliang Chang, Jiyang Xie, Zhanyu Ma


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Progressive Co-Attention Network for Fine-grained Visual Classification


Jan 21, 2021
Tian Zhang, Dongliang Chang, Zhanyu Ma, Jun Guo


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Knowledge Transfer Based Fine-grained Visual Classification


Dec 21, 2020
Siqing Zhang, Ruoyi Du, Dongliang Chang, Zhanyu Ma, Jun Guo


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Dilated-Scale-Aware Attention ConvNet For Multi-Class Object Counting


Dec 15, 2020
Wei Xu, Dingkang Liang, Yixiao Zheng, Zhanyu Ma


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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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Your "Labrador" is My "Dog": Fine-Grained, or Not


Nov 18, 2020
Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma, Yi-Zhe Song, Jun Guo


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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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Actor and Action Modular Network for Text-based Video Segmentation


Nov 02, 2020
Jianhua Yang, Yan Huang, Kai Niu, Zhanyu Ma, Liang Wang


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CC-Loss: Channel Correlation Loss For Image Classification


Oct 12, 2020
Zeyu Song, Dongliang Chang, Zhanyu Ma, Xiaoxu Li, Zheng-Hua Tan

* accepted by ICPR2020 

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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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GINet: Graph Interaction Network for Scene Parsing


Sep 14, 2020
Tianyi Wu, Yu Lu, Yu Zhu, Chuang Zhang, Ming Wu, Zhanyu Ma, Guodong Guo

* Accepted by ECCV 2020 

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SSKD: Self-Supervised Knowledge Distillation for Cross Domain Adaptive Person Re-Identification


Sep 13, 2020
Junhui Yin, Jiayan Qiu, Siqing Zhang, Zhanyu Ma, Jun Guo


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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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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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Dual-attention Guided Dropblock Module for Weakly Supervised Object Localization


Mar 19, 2020
Junhui Yin, Siqing Zhang, Dongliang Chang, Zhanyu Ma, Jun Guo

* Technical Reports 

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Object-Oriented Video Captioning with Temporal Graph and Prior Knowledge Building


Mar 12, 2020
Fangyi Zhu, Jenq-Neng Hwang, Zhanyu Ma, Jun Guo


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Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches


Mar 10, 2020
Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Yi-Zhe Song, Zhanyu Ma, Jun Guo


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Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation


Mar 10, 2020
Dongliang Chang, Aneeshan Sain, Zhanyu Ma, Yi-Zhe Song, Jun Guo


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