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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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Channel Attention with Embedding Gaussian Process: A Probabilistic Methodology

Mar 10, 2020
Jiyang Xie, Dongliang Chang, Zhanyu Ma, Guoqiang Zhang, Jun Guo


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Fine-Grained Instance-Level Sketch-Based Video Retrieval

Feb 21, 2020
Peng Xu, Kun Liu, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo, Yi-Zhe Song


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The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification

Feb 11, 2020
Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma, Ming Wu, Jun Guo, Yi-Zhe Song


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Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification

Feb 09, 2020
Yifeng Ding, Shaoguo Wen, Jiyang Xie, Dongliang Chang, Zhanyu Ma, Zhongwei Si, Haibin Ling


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Competing Ratio Loss for Discriminative Multi-class Image Classification

Dec 25, 2019
Ke Zhang, Xinsheng Wang, Yurong Guo, Dongliang Chang, Zhenbing Zhao, Zhanyu Ma, Tony X. Han

* Submitted to TIP. arXiv admin note: substantial text overlap with arXiv:1907.13349 

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Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval

Nov 10, 2019
Jianjun Lei, Yuxin Song, Bo Peng, Zhanyu Ma, Ling Shao, Yi-Zhe Song

* Accepted by IEEE Transactions on Circuits and Systems for Video Technology 

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Deep Zero-Shot Learning for Scene Sketch

May 11, 2019
Yao Xie, Peng Xu, Zhanyu Ma

* 5 pages, 3 figures, IEEE International Conference on Image Processing (ICIP) 

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Channel Max Pooling Layer for Fine-Grained Vehicle Classification

Feb 14, 2019
Zhanyu Ma, Dongliang Chang, Xiaoxu Li

* Report of ongoing work 

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On the Convergence of Extended Variational Inference for Non-Gaussian Statistical Models

Feb 13, 2019
Zhanyu Ma, Jalil Taghia, Jun Guo

* Technical Report 

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Language Identification with Deep Bottleneck Features

Sep 18, 2018
Zhanyu Ma, Hong Yu

* Preliminary work report 

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Dirichlet Mixture Model based VQ Performance Prediction for Line Spectral Frequency

Aug 02, 2018
Zhanyu Ma

* Technical Report 

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Impacts of Weather Conditions on District Heat System

Aug 02, 2018
Jiyang Xie, Zhanyu Ma, Jun Guo

* Technical Report 

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Deep Neural Network for Analysis of DNA Methylation Data

Aug 02, 2018
Hong Yu, Zhanyu Ma

* Techinical Report 

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Classification of EEG Signal based on non-Gaussian Neutral Vector

Aug 02, 2018
Zhanyu Ma

* Technical Report 

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Histogram Transform-based Speaker Identification

Aug 02, 2018
Zhanyu Ma, Hong Yu

* Technical Report 

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Mobile big data analysis with machine learning

Aug 02, 2018
Jiyang Xie, Zeyu Song, Yupeng Li, Zhanyu Ma

* Version 0.1 

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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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