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Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation


Mar 26, 2021
Yazhou Yao, Tao Chen, Guosen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang

* accepted by IEEE Conference on Computer Vision and Pattern Recognition, 2021 

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Jo-SRC: A Contrastive Approach for Combating Noisy Labels


Mar 24, 2021
Yazhou Yao, Zeren Sun, Chuanyi Zhang, Fumin Shen, Qi Wu, Jian Zhang, Zhenmin Tang

* accepted by IEEE Conference on Computer Vision and Pattern Recognition, 2021 

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Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation


Feb 22, 2021
Tao Chen, Guosen Xie, Yazhou Yao, Qiong Wang, Fumin Shen, Zhenmin Tang, Jian Zhang

* IEEE Transactions on Multimedia, 2021 

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Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Noisy Samples and Utilizing Hard Ones


Jan 23, 2021
Huafeng Liu, Chuanyi Zhang, Yazhou Yao, Xiushen Wei, Fumin Shen, Jian Zhang, Zhenmin Tang

* IEEE Transactions on Multimedia, 2021 

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Dual ResGCN for Balanced Scene GraphGeneration


Nov 09, 2020
Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yanbo Fan, Fumin Shen, Heng Tao Shen


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Auto-Encoding Twin-Bottleneck Hashing


Mar 16, 2020
Yuming Shen, Jie Qin, Jiaxin Chen, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao

* CVPR 2020 Accepted, Code at https://github.com/ymcidence/TBH 

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Fast Large-Scale Discrete Optimization Based on Principal Coordinate Descent


Sep 16, 2019
Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao

* 14 pages 

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Cooperative Cross-Stream Network for Discriminative Action Representation


Aug 27, 2019
Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen

* 10 pages, 6 figures 

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MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning


Aug 27, 2019
Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen


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Temporal Reasoning Graph for Activity Recognition


Aug 27, 2019
Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen

* 14pages, 8figures 

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Make a Face: Towards Arbitrary High Fidelity Face Manipulation


Aug 20, 2019
Shengju Qian, Kwan-Yee Lin, Wayne Wu, Yangxiaokang Liu, Quan Wang, Fumin Shen, Chen Qian, Ran He

* Accepted to ICCV 2019 

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Extracting Visual Knowledge from the Internet: Making Sense of Image Data


Jun 07, 2019
Yazhou Yao, Jian Zhang, Xiansheng Hua, Fumin Shen, Zhenmin Tang

* Accepted by International Conference on MultiMedia Modeling, 2016 (MMM) 

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Dynamically Visual Disambiguation of Keyword-based Image Search


May 27, 2019
Yazhou Yao, Zeren Sun, Fumin Shen, Li Liu, Limin Wang, Fan Zhu, Lizhong Ding, Gangshan Wu, Ling Shao

* Accepted by International Joint Conference on Artificial Intelligence (IJCAI), 2019 

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Exact Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables


May 10, 2019
Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu

* Accepted to CVPR 2019. Yan Xu and Baoyuan Wu are co-first authors 

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A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition


Apr 24, 2019
Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng

* Origianl version has been published by ACMMM 2018 

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Highly-Economized Multi-View Binary Compression for Scalable Image Clustering


Sep 17, 2018
Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen

* European Conference on Computer Vision (ECCV) 2018 

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Neural Stereoscopic Image Style Transfer


Jul 27, 2018
Xinyu Gong, Haozhi Huang, Lin Ma, Fumin Shen, Wei Liu, Tong Zhang


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Zero-Shot Sketch-Image Hashing


Mar 06, 2018
Yuming Shen, Li Liu, Fumin Shen, Ling Shao

* Accepted as spotlight at CVPR 2018 

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Joint Hierarchical Category Structure Learning and Large-Scale Image Classification


Sep 15, 2017
Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, Dacheng Tao

* IEEE Trans. on Image Processing,2017 
* 16 pages, 14 figures 

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Towards Automatic Construction of Diverse, High-quality Image Dataset


Aug 22, 2017
Yazhou Yao, Jian Zhang, Fumin Shen, Dongxiang Zhang, Zhenmin Tang, Heng Tao Shen


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From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis


May 04, 2017
Yang Long, Li Liu, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han


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Exploiting Web Images for Dataset Construction: A Domain Robust Approach


Mar 28, 2017
Yazhou Yao, Jian Zhang, Fumin Shen, Xiansheng Hua, Jingsong Xu, Zhenmin Tang

* Journal 

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Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval


Mar 16, 2017
Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao

* This paper will appear as a spotlight paper in CVPR2017 

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Refining Image Categorization by Exploiting Web Images and General Corpus


Mar 16, 2017
Yazhou Yao, Jian Zhang, Fumin Shen, Xiansheng Hua, Wankou Yang, Zhenmin Tang


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Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaptation


Jan 03, 2017
Xinyu Wang, Hanxi Li, Yi Li, Fumin Shen, Fatih Porikli

* 6 pages 

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Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering


Dec 15, 2016
Hao Liu, Yang Yang, Fumin Shen, Lixin Duan, Heng Tao Shen


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Binary Subspace Coding for Query-by-Image Video Retrieval


Dec 06, 2016
Ruicong Xu, Yang Yang, Yadan Luo, Fumin Shen, Zi Huang, Heng Tao Shen


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Zero-Shot Hashing via Transferring Supervised Knowledge


Jun 16, 2016
Yang Yang, Weilun Chen, Yadan Luo, Fumin Shen, Jie Shao, Heng Tao Shen

* 11 pages 

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Bidirectional Long-Short Term Memory for Video Description


Jun 15, 2016
Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen

* 5 pages 

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