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From General to Specific: Informative Scene Graph Generation via Balance Adjustment


Aug 30, 2021
Yuyu Guo, Lianli Gao, Xuanhan Wang, Yuxuan Hu, Xing Xu, Xu Lu, Heng Tao Shen, Jingkuan Song


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Adversarial Energy Disaggregation for Non-intrusive Load Monitoring


Aug 02, 2021
Zhekai Du, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen

* Accepted to ACM/IMS Trans. on Data Science, codes can be found at https://github.com/lijin118/AED 

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Staircase Sign Method for Boosting Adversarial Attacks


Apr 20, 2021
Lianli Gao, Qilong Zhang, Xiaosu Zhu, Jingkuan Song, Heng Tao Shen

* 13 pages, 6 figures 

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Patch-wise++ Perturbation for Adversarial Targeted Attacks


Jan 07, 2021
Lianli Gao, Qilong Zhang, Jingkuan Song, Heng Tao Shen

* 12 pages, 9 figures. arXiv admin note: text overlap with arXiv:2007.06765 

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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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Universal Weighting Metric Learning for Cross-Modal Matching


Oct 07, 2020
Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang, Heng Tao Shen


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Patch-wise Attack for Fooling Deep Neural Network


Jul 16, 2020
Lianli Gao, Qilong Zhang, Jingkuan Song, Xianglong Liu, Heng Tao Shen

* Accepted by ECCV 2020 

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Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships


Apr 29, 2020
Yunlian Lv, Ning Xie, Yimin Shi, Zijiao Wang, Heng Tao Shen

* 12 pages, 9 figures 

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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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Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking


Aug 12, 2019
Tan Wang, Xing Xu, Yang Yang, Alan Hanjalic, Heng Tao Shen, Jingkuan Song

* 9 pages, 7 figures, ACM Multimedia 2019 

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Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval


Jul 15, 2019
Lianli Gao, Xiaosu Zhu, Jingkuan Song, Zhou Zhao, Heng Tao Shen


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Deep Recurrent Quantization for Generating Sequential Binary Codes


Jul 15, 2019
Jingkuan Song, Xiaosu Zhu, Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen


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One-Shot Image-to-Image Translation via Part-Global Learning with a Multi-adversarial Framework


May 12, 2019
Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Yang Yang, Heng Tao Shen

* 9 pages, 13 figures 

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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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Hierarchical LSTMs with Adaptive Attention for Visual Captioning


Dec 26, 2018
Jingkuan Song, Xiangpeng Li, Lianli Gao, Heng Tao Shen

* arXiv admin note: substantial text overlap with arXiv:1706.01231 

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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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The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers


Aug 22, 2018
Dongxiang Zhang, Lei Wang, Nuo Xu, Bing Tian Dai, Heng Tao Shen

* 17 pages, 5 figures 

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From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning


Oct 20, 2017
Jingkuan Song, Yuyu Guo, Lianli Gao, Xuelong Li, Alan Hanjalic, Heng Tao Shen


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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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Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning


Jun 05, 2017
Jingkuan Song, Zhao Guo, Lianli Gao, Wu Liu, Dongxiang Zhang, Heng Tao Shen


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A Survey on Learning to Hash


Apr 22, 2017
Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen

* To appear in IEEE Transactions On Pattern Analysis and Machine Intelligence (TPAMI) 

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Deep Region Hashing for Efficient Large-scale Instance Search from Images


Jan 26, 2017
Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen


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Compositional Model based Fisher Vector Coding for Image Classification


Jan 08, 2017
Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen

* Fixed typos. 16 pages. Appearing in IEEE T. Pattern Analysis and Machine Intelligence (TPAMI) 

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