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Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans

Feb 12, 2021
Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding

* Accepted by AAAI 2021, COVID-19, Neural Architecture Search, AutoML 

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TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait Recognition

Feb 09, 2021
Jinkai Zheng, Xinchen Liu, Chenggang Yan, Jiyong Zhang, Wu Liu, Xiaoping Zhang, Tao Mei

* Accepted by ISCAS 2021. 5 pages, 2 figures 

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Each Part Matters: Local Patterns Facilitate Cross-view Geo-localization

Aug 26, 2020
Tingyu Wang, Zhedong Zheng, Chenggang Yan, Yi Yang


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Depth image denoising using nuclear norm and learning graph model

Aug 09, 2020
Chenggang Yan, Zhisheng Li, Yongbing Zhang, Yutao Liu, Xiangyang Ji, Yongdong Zhang


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Unsupervised Person Re-identification via Softened Similarity Learning

Apr 07, 2020
Yutian Lin, Lingxi Xie, Yu Wu, Chenggang Yan, Qi Tian

* Accepted to CVPR 2020 

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Deep Multi-View Enhancement Hashing for Image Retrieval

Feb 01, 2020
Chenggang Yan, Biao Gong, Yuxuan Wei, Yue Gao


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Cascaded Revision Network for Novel Object Captioning

Aug 06, 2019
Qianyu Feng, Yu Wu, Hehe Fan, Chenggang Yan, Yi Yang


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Approximated Oracle Filter Pruning for Destructive CNN Width Optimization

May 12, 2019
Xiaohan Ding, Guiguang Ding, Yuchen Guo, Jungong Han, Chenggang Yan

* ICML 2019 

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Image Classification base on PCA of Multi-view Deep Representation

Mar 12, 2019
Yaoqi Sun, Liang Li, Liang Zheng, Ji Hu, Yatong Jiang, Chenggang Yan


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Memory Matching Networks for One-Shot Image Recognition

Apr 23, 2018
Qi Cai, Yingwei Pan, Ting Yao, Chenggang Yan, Tao Mei

* CVPR 2018 

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