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SCALoss: Side and Corner Aligned Loss for Bounding Box Regression


Apr 01, 2021
Tu Zheng, Shuai Zhao, Yang Liu, Zili Liu, Deng Cai


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Integrating Subgraph-aware Relation and DirectionReasoning for Question Answering


Apr 01, 2021
Xu Wang, Shuai Zhao, Bo Cheng, Jiale Han, Yingting Li, Hao Yang, Ivan Sekulic, Guoshun Nan

* Accepted by ICASSP 2021 

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ES-Net: Erasing Salient Parts to Learn More in Re-Identification


Mar 10, 2021
Dong Shen, Shuai Zhao, Jinming Hu, Hao Feng, Deng Cai, Xiaofei He

* IEEE Transactions on Image Processing, vol. 30, pp. 1676-1686, 2021 
* 11 pages, 6 figures. Accepted for publication in IEEE Transactions on Image Processing 2021 

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SplitNet: Divide and Co-training


Dec 29, 2020
Shuai Zhao, Liguang Zhou, Wenxiao Wang, Deng Cai, Tin Lun Lam, Yangsheng Xu


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Accelerate Your CNN from Three Dimensions: A Comprehensive Pruning Framework


Oct 10, 2020
Wenxiao Wang, Minghao Chen, Shuai Zhao, Jinming Hu, Boxi Wu, Zhengxu Yu, Deng Cai, Haifeng Liu

* 9 pages, 3 figures 

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Multi-Objective Parameter-less Population Pyramid for Solving Industrial Process Planning Problems


Sep 10, 2020
Michal Witold Przewozniczek, Piotr Dziurzanski, Shuai Zhao, Leandro Soares Indrusiak

* 67 pages, 15 figures, submitted to Swarm and Evolutionary Computation 

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Adversarial-Learned Loss for Domain Adaptation


Jan 04, 2020
Minghao Chen, Shuai Zhao, Haifeng Liu, Deng Cai

* Published in 34th AAAI Conference on Artificial Intelligence, 2020 

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DBP: Discrimination Based Block-Level Pruning for Deep Model Acceleration


Dec 21, 2019
Wenxiao Wang, Shuai Zhao, Minghao Chen, Jinming Hu, Deng Cai, Haifeng Liu

* 9 pages, 5 figures 

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Region Mutual Information Loss for Semantic Segmentation


Oct 26, 2019
Shuai Zhao, Yang Wang, Zheng Yang, Deng Cai


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Correlation Maximized Structural Similarity Loss for Semantic Segmentation


Oct 19, 2019
Shuai Zhao, Boxi Wu, Wenqing Chu, Yao Hu, Deng Cai


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ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths


Aug 23, 2019
Yanhao Zhu, Zhineng Chen, Shuai Zhao, Hongtao Xie, Wenming Guo, Yongdong Zhang


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Improving Semantic Segmentation via Dilated Affinity


Jul 27, 2019
Boxi Wu, Shuai Zhao, Wenqing Chu, Zheng Yang, Deng Cai

* 10 pages, 5 figures, under review of NIPS2019 

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Packaging and Sharing Machine Learning Models via the Acumos AI Open Platform


Oct 16, 2018
Shuai Zhao, Manoop Talasila, Guy Jacobson, Cristian Borcea, Syed Anwar Aftab, John F Murray

* ICMLA 2018: International Conference on Machine Learning and Applications 

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