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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

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* 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

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* 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

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* 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

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* 7 pages, 6 figures 

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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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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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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

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

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Towards Optimal Structured CNN Pruning via Generative Adversarial Learning


Mar 22, 2019
Shaohui Lin, Rongrong Ji, Chenqian Yan, Baochang Zhang, Liujuan Cao, Qixiang Ye, Feiyue Huang, David Doermann

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* Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 

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