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Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping

Nov 19, 2020
Xinyi Xu, Zhengyang Wang, Cheng Deng, Hao Yuan, Shuiwang Ji


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Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies

Oct 26, 2020
Yuehua Zhu, Muli Yang, Cheng Deng, Wei Liu

* Accepted in NeurIPS 2020 as a spotlight paper. Code can be found at https://github.com/YuehuaZhu/ProxyGML 

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Privacy-Preserving Asynchronous Federated Learning Algorithms for Multi-Party Vertically Collaborative Learning

Aug 14, 2020
Bin Gu, An Xu, Zhouyuan Huo, Cheng Deng, Heng Huang


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Projection & Probability-Driven Black-Box Attack

May 08, 2020
Jie Li, Rongrong Ji, Hong Liu, Jianzhuang Liu, Bineng Zhong, Cheng Deng, Qi Tian

* CVPR2020 

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Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval

Mar 22, 2020
Xinxun Xu, Cheng Deng, Muli Yang, Hao Wang


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Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation

Mar 19, 2020
Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Liujuan Cao, Chenglin Wu, Cheng Deng, Rongrong Ji

* accpected by CVPR2020 (oral) 

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DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs

May 09, 2019
Erkun Yang, Tongliang Liu, Cheng Deng, Wei Liu, Dacheng Tao


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Semantic Adversarial Network for Zero-Shot Sketch-Based Image Retrieval

May 07, 2019
Xinxun Xu, Hao Wang, Leida Li, Cheng Deng


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Deep Spectral Clustering using Dual Autoencoder Network

Apr 30, 2019
Xu Yang, Cheng Deng, Feng Zheng, Junchi Yan, Wei Liu


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Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search

Apr 18, 2019
Xianglong Liu, Lei Huang, Cheng Deng, Bo Lang, Dacheng Tao


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Shared Predictive Cross-Modal Deep Quantization

Apr 16, 2019
Erkun Yang, Cheng Deng, Chao Li, Wei Liu, Jie Li, Dacheng Tao


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Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification

Apr 10, 2019
Cheng Deng, Xianglong Liu, Chao Li, Dacheng Tao


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Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics

Apr 04, 2019
Cheng Deng, Zhao Li, Xinbo Gao, Dacheng Tao


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Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model For Hyperspectral Image Classification

Apr 04, 2019
Cheng Deng, Yumeng Xue, Xianglong Liu, Chao Li, Dacheng Tao


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Stacked Semantic-Guided Network for Zero-Shot Sketch-Based Image Retrieval

Apr 03, 2019
Hao Wang, Cheng Deng, Xinxu Xu, Wei Liu, Xinbo Gao, Dacheng Tao

* 14 pages, 10 figures 

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Semantic Adversarial Network with Multi-scale Pyramid Attention for Video Classification

Mar 06, 2019
De Xie, Cheng Deng, Hao Wang, Chao Li, Dapeng Tao


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Fully-Featured Attribute Transfer

Feb 17, 2019
De Xie, Muli Yang, Cheng Deng, Wei Liu, Dacheng Tao

* 9 pages, 8 figures 

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Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning

Jan 23, 2019
Shaohui Lin, Rongrong Ji, Yuchao Li, Cheng Deng, Xuelong Li


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Towards Visual Feature Translation

Dec 03, 2018
Jie Hu, Rongrong Ji, Hong Liu, Shengchuan Zhang, Cheng Deng, Qi Tian


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Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval

Apr 04, 2018
Chao Li, Cheng Deng, Ning Li, Wei Liu, Xinbo Gao, Dacheng Tao


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Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning

Aug 10, 2017
Wenhao Jiang, Cheng Deng, Wei Liu, Feiping Nie, Fu-lai Chung, Heng Huang

* ijcai 

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Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization

Aug 09, 2017
Kamran Ghasedi Dizaji, Amirhossein Herandi, Cheng Deng, Weidong Cai, Heng Huang


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