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Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation



Tao Chen , Yazhou Yao , Lei Zhang , Qiong Wang , Guo-Sen Xie , Fumin Shen

* TMM2022, 11 pages, 5 figures 

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Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach



Zeren Sun , Yazhou Yao , Xiu-Shen Wei , Yongshun Zhang , Fumin Shen , Jianxin Wu , Jian Zhang , Heng-Tao Shen

* accepted by ICCV 2021 

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Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing



Xunguang Wang , Zheng Zhang , Baoyuan Wu , Fumin Shen , Guangming Lu

* This paper has been accepted by CVPR 2021, and the related codes could be available at https://github.com/xunguangwang/ProS-GAN 

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Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation



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



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



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



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



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


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Auto-Encoding Twin-Bottleneck Hashing



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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