Publications

Guiguang Ding, Shuo Zhang, Zizhou Jia, Jing Zhong, Jungong Han (2021). Where to Prune: Using LSTM to Guide Data-Dependent Soft Pruning. IEEE Trans. Image Process..

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Caifeng Shan, Tao Tan, Jungong Han, Di Huang (2021). Ultrasound tissue classification: a review. Artif. Intell. Rev..

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Qiang Zhang, Tonglin Xiao, Nianchang Huang, Dingwen Zhang, Jungong Han (2021). Revisiting Feature Fusion for RGB-T Salient Object Detection. IEEE Trans. Circuits Syst. Video Technol..

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Yi Liu, Dingwen Zhang, Qiang Zhang, Jungong Han (2021). Part-object relational visual saliency. IEEE Transactions on Pattern Analysis and Machine Intelligence.

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Duona Zhang, Wenrui Ding, Baochang Zhang, Chunhui Liu, Jungong Han, David S. Doermann (2021). Learning modulation filter networks for weak signal detection in noise. Pattern Recognit..

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Qiang Zhang, Fan Wang, Yongjiang Luo, Jungong Han (2021). Exploring a unified low rank representation for multi-focus image fusion. Pattern Recognit..

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Zhong Ji, Yuxiao Zhao, Yanwei Pang, Xi Li, Jungong Han (2021). Deep Attentive Video Summarization With Distribution Consistency Learning. IEEE Trans. Neural Networks Learn. Syst..

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Dingwen Zhang, Guohai Huang, Qiang Zhang, Jungong Han, Junwei Han, Yizhou Yu (2021). Cross-modality deep feature learning for brain tumor segmentation. Pattern Recognit..

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Xuhang Lian, Yanwei Pang, Jungong Han, Jing Pan (2021). Cascaded hierarchical atrous spatial pyramid pooling module for semantic segmentation. Pattern Recognit..

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Dingwen Zhang, Jiajia Zhang, Qiang Zhang, Jungong Han, Shu Zhang, Junwei Han (2021). Automatic pancreas segmentation based on lightweight DCNN modules and spatial prior propagation. Pattern Recognit..

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Guixin Ye, Zhanyong Tang, Dingyi Fang, Zhanxing Zhu, Yansong Feng, Pengfei Xu, Xiaojiang Chen, Jungong Han, Zheng Wang (2020). Using Generative Adversarial Networks to Break and Protect Text Captchas. ACM Trans. Priv. Secur..

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Baochang Zhang, Wankou Yang, Ze Wang, Lian Zhuo, Jungong Han, Xiantong Zhen (2020). The Structure Transfer Machine Theory and Applications. IEEE Trans. Image Process..

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Jiale Cao, Yanwei Pang, Jungong Han, Bolin Gao, Xuelong Li (2020). Taking a Look at Small-Scale Pedestrians and Occluded Pedestrians. IEEE Trans. Image Process..

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Yunqi Miao, Zijia Lin, Guiguang Ding, Jungong Han (2020). Shallow Feature Based Dense Attention Network for Crowd Counting. The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020.

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Xuhang Lian, Yanwei Pang, Jungong Han, Jing Pan (2020). Semantic segmentation with hybrid pyramid pooling and stacked pyramid structure. Neurocomputing.

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Qiang Zhang, Nianchang Huang, Lin Yao, Dingwen Zhang, Caifeng Shan, Jungong Han (2020). RGB-T Salient Object Detection via Fusing Multi-Level CNN Features. IEEE Trans. Image Process..

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Jiaojiao Zhao, Jungong Han, Ling Shao, Cees G. M. Snoek (2020). Pixelated Semantic Colorization. Int. J. Comput. Vis..

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Zhong Ji, Zhenfei Hu, Erlu He, Jungong Han, Yanwei Pang (2020). Pedestrian attribute recognition based on multiple time steps attention. Pattern Recognit. Lett..

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Gengshen Wu, Zijia Lin, Guiguang Ding, Qiang Ni, Jungong Han (2020). On Aggregation of Unsupervised Deep Binary Descriptor With Weak Bits. IEEE Trans. Image Process..

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Yutao Hu, Xiaolong Jiang, Xuhui Liu, Baochang Zhang, Jungong Han, Xianbin Cao, David S. Doermann (2020). NAS-Count: Counting-by-Density with Neural Architecture Search. Computer Vision - ECCV 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part XXII.

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Suqi Zhang, Xinyun Xu, Yanwei Pang, Jungong Han (2020). Multi-layer Attention Based CNN for Target-Dependent Sentiment Classification. Neural Process. Lett..

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Qiang Zhang, Guanghe Li, Yunfeng Cao, Jungong Han (2020). Multi-focus image fusion based on non-negative sparse representation and patch-level consistency rectification. Pattern Recognit..

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Liuyu Xiang, Guiguang Ding, Jungong Han (2020). Learning from multiple experts: Self-paced knowledge distillation for long-tailed classification. European Conference on Computer Vision.

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Liuyu Xiang, Guiguang Ding, Jungong Han (2020). Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-Tailed Classification. Computer Vision - ECCV 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part V.

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Yang Liu, Xinbo Gao, Quanxue Gao, Jungong Han, Ling Shao (2020). Label-activating framework for zero-shot learning. Neural Networks.

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Hui Chen, Guiguang Ding, Xudong Liu, Zijia Lin, Ji Liu, Jungong Han (2020). IMRAM: Iterative Matching With Recurrent Attention Memory for Cross-Modal Image-Text Retrieval. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, WA, USA, June 13-19, 2020.

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Yuwei He, Xiaoming Jin, Guiguang Ding, Yuchen Guo, Jungong Han, Jiyong Zhang, Sicheng Zhao (2020). Heterogeneous Transfer Learning with Weighted Instance-Correspondence Data. The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020.

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Dingwen Zhang, Haibin Tian, Jungong Han (2020). Few-Cost Salient Object Detection with Adversarial-Paced Learning. Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual.

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Dingwen Zhang, Guohai Huang, Qiang Zhang, Jungong Han, Junwei Han, Yizhou Wang, Yizhou Yu (2020). Exploring Task Structure for Brain Tumor Segmentation From Multi-Modality MR Images. IEEE Trans. Image Process..

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Yunlong Yu, Zhong Ji, Jungong Han, Zhongfei Zhang (2020). Episode-Based Prototype Generating Network for Zero-Shot Learning. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, WA, USA, June 13-19, 2020.

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Sicheng Zhao, Guiguang Ding, Yue Gao, Xin Zhao, Youbao Tang, Jungong Han, Hongxun Yao, Qingming Huang (2020). Discrete Probability Distribution Prediction of Image Emotions with Shared Sparse Learning. IEEE Trans. Affect. Comput..

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Yi Liu, Jungong Han, Qiang Zhang, Caifeng Shan (2020). Deep Salient Object Detection With Contextual Information Guidance. IEEE Trans. Image Process..

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Yanwei Pang, Jing Nie, Jin Xie, Jungong Han, Xuelong Li (2020). BidNet: Binocular image dehazing without explicit disparity estimation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

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Yanwei Pang, Jing Nie, Jin Xie, Jungong Han, Xuelong Li (2020). BidNet: Binocular Image Dehazing Without Explicit Disparity Estimation. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, WA, USA, June 13-19, 2020.

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Zhong Ji, Yuxin Sun, Yunlong Yu, Yanwei Pang, Jungong Han (2020). Attribute-Guided Network for Cross-Modal Zero-Shot Hashing. IEEE Trans. Neural Networks Learn. Syst..

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Chunlei Liu, Wenrui Ding, Jinyu Yang, Vittorio Murino, Baochang Zhang, Jungong Han, Guodong Guo (2020). Aggregation Signature for Small Object Tracking. IEEE Trans. Image Process..

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Jiaojiao Zhao, Jungong Han, Ling Shao, Cees GM Snoek (2019). Pixelated semantic colorization. International Journal of Computer Vision.

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Xiaohan Ding, Guiguang Ding, Xiangxin Zhou, Yuchen Guo, Jungong Han, Ji Liu (2019). Global sparse momentum sgd for pruning very deep neural networks. NeurIPS 2019.

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Yi Liu, Qiang Zhang, Dingwen Zhang, Jungong Han (2019). Employing deep part-object relationships for salient object detection. Proceedings of the IEEE/CVF International Conference on Computer Vision.

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Gengshen Wu, Jungong Han, Yuchen Guo, Li Liu, Guiguang Ding, Qiang Ni, Ling Shao (2018). Unsupervised deep video hashing via balanced code for large-scale video retrieval. IEEE Transactions on Image Processing.

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Shangzhen Luan, Chen Chen, Baochang Zhang, Jungong Han, Jianzhuang Liu (2018). Gabor convolutional networks. IEEE Transactions on Image Processing.

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