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Interpretable Attention Guided Network for Fine-grained Visual Classification


Mar 09, 2021
Zhenhuan Huang, Xiaoyue Duan, Bo Zhao, Jinhu Lü, Baochang Zhang


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SiMaN: Sign-to-Magnitude Network Binarization


Feb 16, 2021
Mingbao Lin, Rongrong Ji, Zihan Xu, Baochang Zhang, Fei Chao, Mingliang Xu, Chia-Wen Lin, Ling Shao


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Multi-UAV Mobile Edge Computing and Path Planning Platform based on Reinforcement Learning


Feb 14, 2021
Huan Chang, Yicheng Chen, Baochang Zhang, David Doermann

* The source code can be found at https://github.com/bczhangbczhang 

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Deformable Gabor Feature Networks for Biomedical Image Classification


Dec 07, 2020
Xuan Gong, Xin Xia, Wentao Zhu, Baochang Zhang, David Doermann, Lian Zhuo

* 9 pages, 6 figures 

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Fast Class-wise Updating for Online Hashing


Dec 01, 2020
Mingbao Lin, Rongrong Ji, Xiaoshuai Sun, Baochang Zhang, Feiyue Huang, Yonghong Tian, Dacheng Tao

* Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 

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A Review of Recent Advances of Binary Neural Networks for Edge Computing


Nov 24, 2020
Wenyu Zhao, Teli Ma, Xuan Gong, Baochang Zhang, David Doermann


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PAMS: Quantized Super-Resolution via Parameterized Max Scale


Nov 09, 2020
Huixia Li, Chenqian Yan, Shaohui Lin, Xiawu Zheng, Yuchao Li, Baochang Zhang, Fan Yang, Rongrong Ji

* ECCV 2020 

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Rotated Binary Neural Network


Oct 22, 2020
Mingbao Lin, Rongrong Ji, Zihan Xu, Baochang Zhang, Yan Wang, Yongjian Wu, Feiyue Huang, Chia-Wen Lin

* Accepted by NeurIPS2020 (The 34th Conference on Neural Information Processing Systems) 

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The 1st Tiny Object Detection Challenge:Methods and Results


Oct 06, 2020
Xuehui Yu, Zhenjun Han, Yuqi Gong, Nan Jiang, Jian Zhao, Qixiang Ye, Jie Chen, Yuan Feng, Bin Zhang, Xiaodi Wang, Ying Xin, Jingwei Liu, Mingyuan Mao, Sheng Xu, Baochang Zhang, Shumin Han, Cheng Gao, Wei Tang, Lizuo Jin, Mingbo Hong, Yuchao Yang, Shuiwang Li, Huan Luo, Qijun Zhao, Humphrey Shi

* ECCV2020 Workshop on Real-world Computer Vision from Inputs with Limited Quality (RLQ) and Tiny Object Detection Challenge 

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Binarized Neural Architecture Search for Efficient Object Recognition


Sep 08, 2020
Hanlin Chen, Li'an Zhuo, Baochang Zhang, Xiawu Zheng, Jianzhuang Liu, Rongrong Ji, David Doermann, Guodong Guo

* arXiv admin note: substantial text overlap with arXiv:1911.10862 

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Anti-Bandit Neural Architecture Search for Model Defense


Aug 05, 2020
Hanlin Chen, Baochang Zhang, Song Xue, Xuan Gong, Hong Liu, Rongrong Ji, David Doermann


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iffDetector: Inference-aware Feature Filtering for Object Detection


Jun 23, 2020
Mingyuan Mao, Yuxin Tian, Baochang Zhang, Qixiang Ye, Wanquan Liu, Guodong Guo, David Doermann

* 14 pages, 6 figures 

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Cogradient Descent for Bilinear Optimization


Jun 16, 2020
Li'an Zhuo, Baochang Zhang, Linlin Yang, Hanlin Chen, Qixiang Ye, David Doermann, Guodong Guo, Rongrong Ji

* 9 pages, 6 figures 

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CP-NAS: Child-Parent Neural Architecture Search for Binary Neural Networks


May 17, 2020
Li'an Zhuo, Baochang Zhang, Hanlin Chen, Linlin Yang, Chen Chen, Yanjun Zhu, David Doermann

* 7 pages, 6 figures 

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CP-NAS: Child-Parent Neural Architecture Search for 1-bit CNNs


Apr 30, 2020
Li'an Zhuo, Baochang Zhang, Hanlin Chen, Linlin Yang, Chen Chen, Yanjun Zhu, David Doermann

* 7 pages, 6 figures 

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HRank: Filter Pruning using High-Rank Feature Map


Mar 16, 2020
Mingbao Lin, Rongrong Ji, Yan Wang, Yichen Zhang, Baochang Zhang, Yonghong Tian, Ling Shao


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NAS-Count: Counting-by-Density with Neural Architecture Search


Feb 29, 2020
Yutao Hu, Xiaolong Jiang, Xuhui Liu, Baochang Zhang, Jungong Han, Xianbin Cao, David Doermann


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Channel Pruning via Automatic Structure Search


Jan 23, 2020
Mingbao Lin, Rongrong Ji, Yuxin Zhang, Baochang Zhang, Yongjian Wu, Yonghong Tian


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Binarized Neural Architecture Search


Nov 25, 2019
Hanlin Chen, Li'an Zhuo, Baochang Zhang, Xiawu Zheng, Jianzhuang Liu, David Doermann, Rongrong Ji


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GBCNs: Genetic Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs


Nov 25, 2019
Chunlei Liu, Wenrui Ding, Yuan Hu, Baochang Zhang, Jianzhuang Liu, Guodong Guo

* Accepted by AAAI2020. arXiv admin note: substantial text overlap with arXiv:1908.07748 

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Aggregation Signature for Small Object Tracking


Oct 24, 2019
Chunlei Liu, Wenrui Ding, Jinyu Yang, Vittorio Murino, Baochang Zhang, Jungong Han, Guodong Guo

* IEEE Transactions on Image Processing, 2019 

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Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation


Oct 24, 2019
Chunlei Liu, Wenrui Ding, Xin Xia, Baochang Zhang, Jiaxin Gu, Jianzhuang Liu, Rongrong Ji, David Doermann

* ]Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2019: 2691-2699 
* Published in CVPR2019 

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Semantic-aware Image Deblurring


Oct 09, 2019
Fuhai Chen, Rongrong Ji, Chengpeng Dai, Xiaoshuai Sun, Chia-Wen Lin, Jiayi Ji, Baochang Zhang, Feiyue Huang, Liujuan Cao


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RBCN: Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs


Sep 06, 2019
Chunlei Liu, Wenrui Ding, Xin Xia, Yuan Hu, Baochang Zhang, Jianzhuang Liu, Bohan Zhuang, Guodong Guo

* Published in IJCAI2019 

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