Binarized Neural Architecture Search

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Binarized Neural Architecture Search

AAAI Conference on Artificial Intelligence (AAAI), 2019

25 November 2019

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Papers citing "Binarized Neural Architecture Search"

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Title
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNsInternational Journal of Computer Vision (IJCV), 2023 Yanjing Li Sheng Xu Xianbin Cao Lian Zhuo Baochang Zhang Tian Wang Guodong Guo 182 3 0 27 Jun 2023
Signed Binary Weight Networks Sachit Kuhar Alexey Tumanov Judy Hoffman MQ 281 1 0 25 Nov 2022
Partial Binarization of Neural Networks for Budget-Aware Efficient LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Udbhav Bamba Neeraj Anand Saksham Aggarwal Dilip K Prasad D. K. Gupta MQ 260 0 0 12 Nov 2022
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 213 7 0 16 Oct 2021
ReCU: Reviving the Dead Weights in Binary Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2021 Zihan Xu Mingbao Lin Jianzhuang Liu Jie Chen Ling Shao Yue Gao Yonghong Tian Rongrong Ji MQ 183 95 0 23 Mar 2021
A Review of Recent Advances of Binary Neural Networks for Edge ComputingIEEE Journal on Miniaturization for Air and Space Systems (J-MASS), 2020 Wenyu Zhao Teli Ma Xuan Gong Baochang Zhang David Doermann MQ 207 25 0 24 Nov 2020
BARS: Joint Search of Cell Topology and Layout for Accurate and Efficient Binary ARchitectures Tianchen Zhao Xuefei Ning Xiangsheng Shi Songyi Yang Shuang Liang Peng Lei Jianfei Chen Huazhong Yang Yu Wang MQ 160 7 0 21 Nov 2020
Binarized Neural Architecture Search for Efficient Object RecognitionInternational Journal of Computer Vision (IJCV), 2020 Hanlin Chen Lian Zhuo Baochang Zhang Xiawu Zheng Jianzhuang Liu Rongrong Ji David Doermann G. Guo MQ 130 20 0 08 Sep 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 343 117 0 04 Aug 2020
Anti-Bandit Neural Architecture Search for Model Defense Hanlin Chen Baochang Zhang Shenjun Xue Xuan Gong Hong Liu Rongrong Ji David Doermann AAML 183 35 0 03 Aug 2020
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass LensComputer Vision and Pattern Recognition (CVPR), 2020 Zhaohui Yang Yunhe Wang Xinghao Chen Jianyuan Guo Wei Zhang Chao Xu Chunjing Xu Dacheng Tao Chang Xu 299 17 0 29 May 2020
Rethinking Performance Estimation in Neural Architecture Search Xiawu Zheng Rongrong Ji Qiang-qiang Wang QiXiang Ye Zhenguo Li Yonghong Tian Q. Tian 130 18 0 20 May 2020
CP-NAS: Child-Parent Neural Architecture Search for Binary Neural Networks Lian Zhuo Baochang Zhang Hanlin Chen Linlin Yang Chong Chen Y. Zhu David Doermann MQ 222 1 0 30 Apr 2020
Learning Architectures for Binary NetworksEuropean Conference on Computer Vision (ECCV), 2020 Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 204 46 0 17 Feb 2020
Structured Binary Neural Networks for Image RecognitionInternational Journal of Computer Vision (IJCV), 2019 Bohan Zhuang Chunhua Shen Zhuliang Yu Peng Chen Lingqiao Liu Ian Reid MQ 277 20 0 22 Sep 2019