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PointNu-Net: Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification in the Clinical Wild


Nov 01, 2021
Kai Yao, Kaizhu Huang, Jie Sun, Amir Hussain, Curran Jude

* 10 pages,7 figures, journal 

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Each Attribute Matters: Contrastive Attention for Sentence-based Image Editing


Oct 21, 2021
Liuqing Zhao, Fan Lyu, Fuyuan Hu, Kaizhu Huang, Fenglei Xu, Linyan Li

* Accepted by BMVC 2021 

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AD-GAN: End-to-end Unsupervised Nuclei Segmentation with Aligned Disentangling Training


Jul 23, 2021
Kai Yao, Kaizhu Huang, Jie Sun, Curran Jude


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Improving Model Robustness with Latent Distribution Locally and Globally


Jul 08, 2021
Zhuang Qian, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Rui Zhang, Xinping Yi


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Reborn Mechanism: Rethinking the Negative Phase Information Flow in Convolutional Neural Network


Jul 07, 2021
Zhicheng Cai, Kaizhu Huang, Chenglei Peng


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Structure First Detail Next: Image Inpainting with Pyramid Generator


Jun 16, 2021
Shuyi Qu, Zhenxing Niu, Kaizhu Huang, Jianke Zhu, Matan Protter, Gadi Zimerman, Yinghui Xu

* ICCV'21 under review 

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Disentangling Semantic-to-visual Confusion for Zero-shot Learning


Jun 16, 2021
Zihan Ye, Fuyuan Hu, Fan Lyu, Linyan Li, Kaizhu Huang

* Accepted by IEEE TRANSACTIONS ON MULTIMEDIA (TMM) in 2021 

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FastAdaBelief: Improving Convergence Rate for Belief-based Adaptive Optimizer by Strong Convexity


Apr 28, 2021
Yangfan Zhou, Kaizhu Huang, Cheng Cheng, Xuguang Wang, Xin Liu


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LGD-GCN: Local and Global Disentangled Graph Convolutional Networks


Apr 24, 2021
Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang


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Partial Differential Equations is All You Need for Generating Neural Architectures -- A Theory for Physical Artificial Intelligence Systems


Mar 10, 2021
Ping Guo, Kaizhu Huang, Zenglin Xu

* 15 pages, 5 figures 

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Explainable Tensorized Neural Ordinary Differential Equations forArbitrary-step Time Series Prediction


Nov 26, 2020
Penglei Gao, Xi Yang, Rui Zhang, Kaizhu Huang


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Robust Generative Adversarial Network


Apr 28, 2020
Shufei Zhang, Zhuang Qian, Kaizhu Huang, Jimin Xiao, Yuan He

* This paper has been submitted to ICLR in Sep 25. 2019 

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Hybrid Channel Based Pedestrian Detection


Jan 30, 2020
Fiseha B. Tesema, Hong Wu, Mingjian Chen, Junpeng Lin, William Zhu, Kaizhu Huang

* 9 pages, 4 figures, Submitted to Neurocomputing, The 5th line of table 3 was accidentally mistaken. The data have been corrected and the related descriptions in section 4.4 have also be revised accordingly. Typos corrected, references corrected 

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Towards Better Forecasting by Fusing Near and Distant Future Visions


Dec 11, 2019
Jiezhu Cheng, Kaizhu Huang, Zibin Zheng

* Accepted by AAAI 2020 

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Deep Minimax Probability Machine


Nov 20, 2019
Lirong He, Ziyi Guo, Kaizhu Huang, Zenglin Xu


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Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach


Nov 19, 2019
Bingfeng Zhang, Jimin Xiao, Yunchao Wei, Mingjie Sun, Kaizhu Huang

* AAAI 2020 

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On Model Robustness Against Adversarial Examples


Nov 15, 2019
Shufei Zhang, Kaizhu Huang, Zenglin Xu

* 11 pages 7 figures 

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Segmentation Mask Guided End-to-End Person Search


Aug 27, 2019
Dingyuan Zheng, Jimin Xiao, Kaizhu Huang, Yao Zhao


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Generative Adversarial Classifier for Handwriting Characters Super-Resolution


Jan 18, 2019
Zhuang Qian, Kaizhu Huang, Qiufeng Wang, Jimin Xiao, Rui Zhang

* 7 pages, 4 figures 

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Correlation Filter Selection for Visual Tracking Using Reinforcement Learning


Nov 08, 2018
Yanchun Xie, Jimin Xiao, Kaizhu Huang, Jeyarajan Thiyagalingam, Yao Zhao

* 13 pages, 11 figures 

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Stochastic Conjugate Gradient Algorithm with Variance Reduction


Oct 16, 2018
Xiao-Bo Jin, Xu-Yao Zhang, Kaizhu Huang, Guang-Gang Geng

* IEEE Transactions on Neural Networks and Learning Systems,2018 
* 10 pages, 4 figures, appeared in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, CGVR algorithm is available on github: https://github.com/xbjin/cgvr 

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Manifold Adversarial Learning


Jul 16, 2018
Shufei Zhang, Kaizhu Huang, Jianke Zhu, Yang Liu

* 10 pages, 4 figures, under review in NIPS 2018 

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A Scalable Deep Neural Network Architecture for Multi-Building and Multi-Floor Indoor Localization Based on Wi-Fi Fingerprinting


Dec 06, 2017
Kyeong Soo Kim, Sanghyuk Lee, Kaizhu Huang

* Big Data Analytics, vol. 3, no. 4, pp. 1-17, Apr. 19, 2018 
* 9 pages, 6 figures 

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IAN: The Individual Aggregation Network for Person Search


May 16, 2017
Jimin Xiao, Yanchun Xie, Tammam Tillo, Kaizhu Huang, Yunchao Wei, Jiashi Feng

* 10 pages 

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A Unified Gradient Regularization Family for Adversarial Examples


Nov 19, 2015
Chunchuan Lyu, Kaizhu Huang, Hai-Ning Liang

* The paper has been presented at ICDM 2015 

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Robust Text Detection in Natural Scene Images


Jun 02, 2013
Xu-Cheng Yin, Xuwang Yin, Kaizhu Huang, Hong-Wei Hao

* IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 36, no. 5, pp. 970-983, 2014 
* A Draft Version (Submitted to IEEE TPAMI) 

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A Fast Projected Fixed-Point Algorithm for Large Graph Matching


Aug 10, 2012
Yao Lu, Kaizhu Huang, Cheng-Lin Liu


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Robust Metric Learning by Smooth Optimization


Mar 15, 2012
Kaizhu Huang, Rong Jin, Zenglin Xu, Cheng-Lin Liu

* Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010) 

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