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Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search


Nov 15, 2021
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao

* 8 pages, 6 figures, 3 tables 

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ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint Search


Oct 08, 2021
Jiaqi Li, Haoran Li, Yaran Chen, Zixiang Ding, Nannan Li, Mingjun Ma, Zicheng Duan, Dongbing Zhao

* 12 pages, 9 figures, submitted to Journal of IEEE Transactions on Cybernetics 

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Heuristic Rank Selection with Progressively Searching Tensor Ring Network


Sep 22, 2020
Nannan Li, Yu Pan, Yaran Chen, Zixiang Ding, Dongbin Zhao, Zenglin Xu


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Faster Gradient-based NAS Pipeline Combining Broad Scalable Architecture with Confident Learning Rate


Sep 21, 2020
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao


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ContourRend: A Segmentation Method for Improving Contours by Rendering


Jul 15, 2020
Junwen Chen, Yi Lu, Yaran Chen, Dongbin Zhao, Zhonghua Pang


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BiFNet: Bidirectional Fusion Network for Road Segmentation


Apr 18, 2020
Haoran Li, Yaran Chen, Qichao Zhang, Dongbin Zhao


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ModuleNet: Knowledge-inherited Neural Architecture Search


Apr 14, 2020
Yaran Chen, Ruiyuan Gao, Fenggang Liu, Dongbin Zhao


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Efficient Neural Architecture Search: A Broad Version


Jan 18, 2020
Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao, C. L. Philip Chen

* 8 pages, 2 figures, 2 tables 

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Graph-FCN for image semantic segmentation


Jan 02, 2020
Yi Lu, Yaran Chen, Dongbin Zhao, Jianxin Chen

* Advances in Neural Networks, ISNN 2019. Lecture Notes in Computer Science, vol 11554, pp. 97-105, Springer, Cham 

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Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints


Apr 02, 2019
Junjie Wang, Qichao Zhang, Dongbin Zhao, Yaran Chen

* 6 pages, 5 figures, accepted at 2019 International Joint Conference on Neural Networks(IJCNN) 

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Reinforcement Learning and Deep Learning based Lateral Control for Autonomous Driving


Oct 30, 2018
Dong Li, Dongbin Zhao, Qichao Zhang, Yaran Chen

* 14 pages, 12 figures, accepted to IEEE Computational Intelligence Magazine 

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