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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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Learning Binary Codes and Binary Weights for Efficient Classification

Mar 14, 2016
Fumin Shen, Yadong Mu, Wei Liu, Yang Yang, Heng Tao Shen

* 9 pages 

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Supervised Discrete Hashing

Apr 19, 2015
Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen

* This paper has been withdrawn by the authour since the algorithm is being used for patent application 

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Hashing on Nonlinear Manifolds

Dec 02, 2014
Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen

* 13 pages. arXiv admin note: text overlap with arXiv:1303.7043 

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Face Identification with Second-Order Pooling

Sep 17, 2014
Fumin Shen, Chunhua Shen, Heng Tao Shen

* 9 pages 

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