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Deep Metric Learning with Spherical Embedding

Nov 05, 2020
Dingyi Zhang, Yingming Li, Zhongfei Zhang

* To appear in NeurIPS 2020. Code is available at https://github.com/Dyfine/SphericalEmbedding 

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An Embarrassingly Simple Approach to Training Ternary Weight Networks

Nov 01, 2020
Xiang Deng, Zhongfei Zhang


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SBAT: Video Captioning with Sparse Boundary-Aware Transformer

Jul 23, 2020
Tao Jin, Siyu Huang, Ming Chen, Yingming Li, Zhongfei Zhang

* Appearing at IJCAI 2020 

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Multitask Non-Autoregressive Model for Human Motion Prediction

Jul 13, 2020
Bin Li, Jian Tian, Zhongfei Zhang, Hailin Feng, Xi Li


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Is the Meta-Learning Idea Able to Improve the Generalization of Deep Neural Networks on the Standard Supervised Learning?

Feb 27, 2020
Xiang Deng, Zhongfei Zhang


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Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning

Nov 01, 2019
Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang

* Accepted as a long paper at EMNLP 2019 

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Meta-Transfer Networks for Zero-Shot Learning

Sep 08, 2019
Yunlong Yu, Zhongfei Zhang, Jungong Han


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A Semantics-Guided Class Imbalance Learning Model for Zero-Shot Classification

Aug 26, 2019
Zhong Ji, Xuejie Yu, Yunlong Yu, Yanwei Pang, Zhongfei Zhang


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Text Guided Person Image Synthesis

Apr 10, 2019
Xingran Zhou, Siyu Huang, Bin Li, Yingming Li, Jiachen Li, Zhongfei Zhang

* To appear at CVPR 2019 

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Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction

Dec 27, 2018
Yujin Yuan, Liyuan Liu, Siliang Tang, Zhongfei Zhang, Yueting Zhuang, Shiliang Pu, Fei Wu, Xiang Ren

* AAAI 2019 

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Perceiving Physical Equation by Observing Visual Scenarios

Nov 29, 2018
Siyu Huang, Zhi-Qi Cheng, Xi Li, Xiao Wu, Zhongfei Zhang, Alexander Hauptmann

* NIPS 2018 Workshop on Modeling the Physical World 

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Bi-Adversarial Auto-Encoder for Zero-Shot Learning

Nov 20, 2018
Yunlong Yu, Zhong Ji, Yanwei Pang, Jichang Guo, Zhongfei Zhang, Fei Wu


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A Survey of Multi-View Representation Learning

Oct 24, 2018
Yingming Li, Ming Yang, Zhongfei Zhang

* Accepted by IEEE Transactions on Knowledge and Data Engineering 

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Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance

Aug 22, 2018
Siyu Huang, Xi Li, Zhi-Qi Cheng, Zhongfei Zhang, Alexander Hauptmann

* The code is available at http://github.com/siyuhuang/crowdcount-stackpool 

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GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning

Aug 01, 2018
Siyu Huang, Xi Li, Zhi-Qi Cheng, Zhongfei Zhang, Alexander Hauptmann

* ACM MM 2018 (Oral) 

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Stacked Semantic-Guided Attention Model for Fine-Grained Zero-Shot Learning

May 21, 2018
Yunlong Yu, Zhong Ji, Yanwei Fu, Jichang Guo, Yanwei Pang, Zhongfei Zhang


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Multi-Channel Pyramid Person Matching Network for Person Re-Identification

Mar 07, 2018
Chaojie Mao, Yingming Li, Yaqing Zhang, Zhongfei Zhang, Xi Li

* 9 pages, 5 figures, 7 tables and accepted by the 32nd AAAI Conference on Artificial Intelligence 

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Pyramid Person Matching Network for Person Re-identification

Mar 07, 2018
Chaojie Mao, Yingming Li, Zhongfei Zhang, Yaqing Zhang, Xi Li

* 11pages, 3 figures, 4 tables and accepted by Proceedings of 9th Asian Conference on Machine Learning (ACML2017) JMLR Workshop and Conference Proceedings, vol. 77, 2017 

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A Deep Learning Approach for Expert Identification in Question Answering Communities

Nov 14, 2017
Chen Zheng, Shuangfei Zhai, Zhongfei Zhang

* 7 pages. arXiv admin note: text overlap with arXiv:1403.6652 by other authors 

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Text Coherence Analysis Based on Deep Neural Network

Oct 21, 2017
Baiyun Cui, Yingming Li, Yaqing Zhang, Zhongfei Zhang

* 4 pages, 2 figures, CIKM 2017 

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Transductive Zero-Shot Learning with a Self-training dictionary approach

Mar 27, 2017
Yunlong Yu, Zhong Ji, Xi Li, Jichang Guo, Zhongfei Zhang, Haibin Ling, Fei Wu


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Structural Correspondence Learning for Cross-lingual Sentiment Classification with One-to-many Mappings

Nov 26, 2016
Nana Li, Shuangfei Zhai, Zhongfei Zhang, Boying Liu

* To appear in AAAI 2017. arXiv admin note: text overlap with arXiv:1008.0716 by other authors 

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S3Pool: Pooling with Stochastic Spatial Sampling

Nov 16, 2016
Shuangfei Zhai, Hui Wu, Abhishek Kumar, Yu Cheng, Yongxi Lu, Zhongfei Zhang, Rogerio Feris


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Generative Adversarial Networks as Variational Training of Energy Based Models

Nov 06, 2016
Shuangfei Zhai, Yu Cheng, Rogerio Feris, Zhongfei Zhang

* Under review at ICLR 2017 

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Doubly Convolutional Neural Networks

Oct 30, 2016
Shuangfei Zhai, Yu Cheng, Weining Lu, Zhongfei Zhang

* To appear in NIPS 2016 

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Zero-Shot Learning with Multi-Battery Factor Analysis

Jun 30, 2016
Zhong Ji, Yuzhong Xie, Yanwei Pang, Lei Chen, Zhongfei Zhang


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Deep Structured Energy Based Models for Anomaly Detection

Jun 16, 2016
Shuangfei Zhai, Yu Cheng, Weining Lu, Zhongfei Zhang

* To appear in ICML 2016 

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Deep Learning Driven Visual Path Prediction from a Single Image

Jan 27, 2016
Siyu Huang, Xi Li, Zhongfei Zhang, Zhouzhou He, Fei Wu, Wei Liu, Jinhui Tang, Yueting Zhuang

* IEEE Transactions on Image Processing, vol. 25, no. 12, pp. 5892-5904, Dec. 2016 

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Manifold Regularized Discriminative Neural Networks

Jan 07, 2016
Shuangfei Zhai, Zhongfei Zhang

* In submission to ICLR 2016 

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Dropout Training of Matrix Factorization and Autoencoder for Link Prediction in Sparse Graphs

Dec 14, 2015
Shuangfei Zhai, Zhongfei Zhang

* Published in SDM 2015 

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