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Zheng-Jun Zha

University of Science and Technology of China

Rethinking Graph Neural Network Search from Message-passing


Apr 18, 2021
Shaofei Cai, Liang Li, Jincan Deng, Beichen Zhang, Zheng-Jun Zha, Li Su, Qingming Huang

* This paper has been accepted by CVPR2021 

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Spatial-Temporal Correlation and Topology Learning for Person Re-Identification in Videos


Apr 15, 2021
Jiawei Liu, Zheng-Jun Zha, Wei Wu, Kecheng Zheng, Qibin Sun


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Memory Enhanced Embedding Learning for Cross-Modal Video-Text Retrieval


Mar 29, 2021
Rui Zhao, Kecheng Zheng, Zheng-Jun Zha, Hongtao Xie, Jiebo Luo

* Technical Report 

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Group-aware Label Transfer for Domain Adaptive Person Re-identification


Mar 23, 2021
Kecheng Zheng, Wu Liu, Lingxiao He, Tao Mei, Jiebo Luo, Zheng-Jun Zha

* Accepted by CVPR 2021 

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Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting


Feb 24, 2021
Shunxin Xu, Ke Sun, Dong Liu, Zhiwei Xiong, Zheng-Jun Zha


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General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework


Feb 03, 2021
Yucheng Zhao, Dacheng Yin, Chong Luo, Zhiyuan Zhao, Chuanxin Tang, Wenjun Zeng, Zheng-Jun Zha


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VAE^2: Preventing Posterior Collapse of Variational Video Predictions in the Wild


Jan 28, 2021
Yizhou Zhou, Chong Luo, Xiaoyan Sun, Zheng-Jun Zha, Wenjun Zeng

* 17 pages, 26 figures 

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Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification


Dec 17, 2020
Kecheng Zheng, Cuiling Lan, Wenjun Zeng, Zhizheng Zhang, Zheng-Jun Zha

* 9 pages. Accepted to 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

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Temporal Attribute-Appearance Learning Network for Video-based Person Re-Identification


Sep 09, 2020
Jiawei Liu, Xierong Zhu, Zheng-Jun Zha


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Nighttime Dehazing with a Synthetic Benchmark


Sep 09, 2020
Jing Zhang, Yang Cao, Zheng-Jun Zha, Dacheng Tao

* ACM MM 2020. Both the dataset and source code will be available at \url{https://github.com/chaimi2013/3R

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DeepFacePencil: Creating Face Images from Freehand Sketches


Aug 31, 2020
Yuhang Li, Xuejin Chen, Binxin Yang, Zihan Chen, Zhihua Cheng, Zheng-Jun Zha

* ACM MM 2020 (oral) 

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Learning to Discretely Compose Reasoning Module Networks for Video Captioning


Jul 17, 2020
Ganchao Tan, Daqing Liu, Meng Wang, Zheng-Jun Zha

* IJCAI 2020, Pages 745-752 
* Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI. Code is available at https://github.com/tgc1997/RMN 

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Co-Saliency Spatio-Temporal Interaction Network for Person Re-Identification in Videos


May 11, 2020
Jiawei Liu, Zheng-Jun Zha, Xierong Zhu, Na Jiang


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Self-Supervised Tuning for Few-Shot Segmentation


Apr 12, 2020
Kai Zhu, Wei Zhai, Zheng-Jun Zha, Yang Cao

* under review 

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Spatiotemporal Fusion in 3D CNNs: A Probabilistic View


Apr 10, 2020
Yizhou Zhou, Xiaoyan Sun, Chong Luo, Zheng-Jun Zha, Wenjun Zeng

* To be published in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 

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State-Relabeling Adversarial Active Learning


Apr 10, 2020
Beichen Zhang, Liang Li, Shijie Yang, Shuhui Wang, Zheng-Jun Zha, Qingming Huang

* Accepted as Oral at CVPR 2020 

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Real-world Person Re-Identification via Degradation Invariance Learning


Apr 10, 2020
Yukun Huang, Zheng-Jun Zha, Xueyang Fu, Richang Hong, Liang Li

* To appear in CVPR2020 

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Multi-Objective Matrix Normalization for Fine-grained Visual Recognition


Apr 10, 2020
Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang


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Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning


Apr 10, 2020
Shaobo Min, Hantao Yao, Hongtao Xie, Chaoqun Wang, Zheng-Jun Zha, Yongdong Zhang

* Accepted by CVPR2020 

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Iterative Context-Aware Graph Inference for Visual Dialog


Apr 05, 2020
Dan Guo, Hui Wang, Hanwang Zhang, Zheng-Jun Zha, Meng Wang


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Identity Preserve Transform: Understand What Activity Classification Models Have Learnt


Dec 13, 2019
Jialing Lyu, Weichao Qiu, Xinyue Wei, Yi Zhang, Alan Yuille, Zheng-Jun Zha


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Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low Light Image Enhancement


Nov 26, 2019
Yang Wang, Yang Cao, Zheng-Jun Zha, Jing Zhang, Zhiwei Xiong, Wei Zhang, Feng Wu

* The 27th ACM International Conference on Multimedia (MM'19) 

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Learning Deep Bilinear Transformation for Fine-grained Image Representation


Nov 09, 2019
Heliang Zheng, Jianlong Fu, Zheng-Jun Zha, Jiebo Luo


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LinesToFacePhoto: Face Photo Generation from Lines with Conditional Self-Attention Generative Adversarial Network


Oct 20, 2019
Yuhang Li, Xuejin Chen, Feng Wu, Zheng-Jun Zha


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Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding


Sep 05, 2019
Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Li Su, Qingming Huang

* Accepted by ACMMM 2019. arXiv admin note: text overlap with arXiv:1908.10568 

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