-
Extracting Privileged Information for Enhancing Classifier Learning, Yazhou Yao, Fumin Shen, Jian Zhang, Li Liu, Zhenmin Tang, Ling Shao, IEEE Transactions on Image Processing (TIP),
2018 [BibTeX]
@ARTICLE{'yao2018tip',
author = {Yazhou Yao and Fumin Shen and Jian Zhang and Li Liu and Zhenmin Tang and Ling Shao},
journal={IEEE Transactions on Image Processing},
title = {Extracting Privileged Information for Enhancing Classifier Learning},
year = {2018}
}
-
Jointly Sparse Hashing for Image Retrieval, Zhihui Lai, Yudong Chen, Jian Wu, Wai Keung Wong, Fumin Shen, IEEE Transactions on Image Processing (TIP)
2018 [BibTeX]
@ARTICLE{'lai2018tip',
author = {Zhihui Lai and Yudong Chen and Jian Wu and Wai Keung Wong and Fumin Shen},
journal={IEEE Transactions on Image Processing},
title = {Jointly Sparse Hashing for Image Retrieval},
year = {2018}
}
-
TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights,
Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Jie Qin, Ling Shao, Heng Tao Shen, European Conference on Computer Vision (ECCV),
2018 [BibTeX]
@inproceedings{'wan2018eccv',
author = {Diwen Wan and Fumin Shen and Li Liu and Fan Zhu and Jie Qin and Ling Shao and Heng Tao Shen},
booktitle = {Proceeding of European Conference on Computer Vision (ECCV)},
title = {TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights},
year = {2018}
}
-
Generative Domain-Migration Hashing for Sketch-to-Image Retrieval,
Jingyi Zhang, Fumin Shen, Li Liu, Fan Zhu, Mengyang Yu, Ling Shao, Heng Tao Shen, Luc Van Gool, European Conference on Computer Vision (ECCV),
2018 [BibTeX]
@inproceedings{'zhang2018eccv',
author = {Jingyi Zhang and Fumin Shen and Li Liu and Fan Zhu and Mengyang Yu and Ling Shao and Heng Tao Shen and Luc Van Gool},
booktitle = {Proceeding of European Conference on Computer Vision (ECCV)},
title = {Generative Domain-Migration Hashing for Sketch-to-Image Retrieval},
year = {2018}
}
-
Highly-Economized Multi-View Binary Compression for Scalable Image Clustering,
Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen, European Conference on Computer Vision (ECCV),
2018 [BibTeX]
@inproceedings{'zhangz2018eccv',
author = {Zheng Zhang and Li Liu and Jie Qin and Fan Zhu and Fumin Shen and Yong Xu and Ling Shao and Heng Tao Shen},
booktitle = {Proceeding of European Conference on Computer Vision (ECCV)},
title = {Highly-Economized Multi-View Binary Compression for Scalable Image Clustering},
year = {2018}
}
-
Deep Multi-Task Learning to Recognise Subtle Facial Expressions of Mental States,
Guosheng Hu, Li Liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, et al., European Conference on Computer Vision (ECCV),
2018 [BibTeX]
@inproceedings{'hu2018eccv',
author = {Guosheng Hu, Li Liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, et al.,},
booktitle = {Proceeding of European Conference on Computer Vision (ECCV)},
title = {Deep Multi-Task Learning to Recognise Subtle Facial Expressions of Mental States},
year = {2018}
}
-
Neural Stereoscopic Image Style Transfer,
Xinyu Gong, Haozhi Huang, Lin Ma, Fumin Shen, Wei Liu, Tong Zhang, European Conference on Computer Vision (ECCV),
2018 [BibTeX]
@inproceedings{'gong2018eccv',
author = {Xinyu Gong and Haozhi Huang and Lin Ma and Fumin Shen and Wei Liu and Tong Zhang},
booktitle = {Proceeding of European Conference on Computer Vision (ECCV)},
title = {Neural Stereoscopic Image Style Transfer},
year = {2018}
}
-
Visual Spatial Attention Network for Relationship Detection,
Chaojun Han, Fumin Shen, Li Liu, Yang Yang, Heng Tao Shen, ACM International Conference on Multimedia (MM) (Oral),
2018 [BibTeX]
@inproceedings{'han2018mm',
author = {Chaojun Han and Fumin Shen and Li Liu and Yang Yang and Heng Tao Shen},
booktitle = {Proceeding of ACM International Conference on Multimedia (MM)},
title = {Visual Spatial Attention Network for Relationship Detection},
year = {2018}
}
-
Learning to Synthesize 3D Indoor Scenes from Monocular Images,
Fan Zhu, Li Liu, Jin Xie, Fumin Shen, Ling Shao, Yi Fang, ACM International Conference on Multimedia (MM) (Oral),
2018 [BibTeX]
@inproceedings{'zhu2018mm',
author = {Fan Zhu and Li Liu and Jin Xie and Fumin Shen and Ling Shao and Yi Fang},
booktitle = {Proceeding of ACM International Conference on Multimedia (MM)},
title = {Learning to Synthesize 3D Indoor Scenes from Monocular Images},
year = {2018}
}
-
A Large Scale RGB-D Database for Arbitrary-view Human Action Recognition,
Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng, ACM International Conference on Multimedia (MM),
2018 [BibTeX]
@inproceedings{'ji2018mm',
author = {Yanli Ji and Feixiang Xu and Yang Yang and Fumin Shen and Heng Tao Shen and Wei-Shi Zheng},
booktitle = {Proceeding of ACM International Conference on Multimedia (MM)},
title = {A Large Scale RGB-D Database for Arbitrary-view Human Action Recognition},
year = {2018}
}
-
Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning,
Teng Long, Xing Xu, Yoyo Li, Fumin Shen, Jingkuan Song, Heng Tao Shen, ACM International Conference on Multimedia (MM),
2018 [BibTeX]
@inproceedings{'long2018mm',
author = {Long Teng and Xing Xu and Yoyo Li and Fumin Shen and Jingkuan Song and Heng Tao Shen},
booktitle = {Proceeding of ACM International Conference on Multimedia (MM)},
title = {Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning},
year = {2018}
}
-
Binary Multi-View Clustering, Zheng Zhang, Li Liu, Fumin Shen, Heng Tao Shen and Ling Shao, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),
2018 [PDF, Code, BibTeX]
@article{'zhang2018tpami',
author = {Zheng Zhang and Li Liu and Fumin Shen and Heng Tao Shen and Ling Shao},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
title = {Binary Multi-View Clustering},
year = {2018}
}
-
Chat More: Deepening and Widening the Chatting Topic via A Deep Model,
Wenjie Wang, Minlie Huang, Xin-Shun Xu, Fumin Shen, Liqiang Nie, ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR),
2018 [BibTeX]
@inproceedings{'wang2018sigir',
author = {Wenjie Wang and Minlie Huang and Xin-Shun Xu and Fumin Shen and Liqiang Nie},
booktitle = {Proceeding of ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)},
title = {Chat More: Deepening and Widening the Chatting Topic via A Deep Model},
year = {2018}
}
-
GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder,
Qidi Xu, Fumin Shen, Li Liu, Heng Tao Shen, ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR),
2018 (short) [BibTeX]
@inproceedings{'xu2018sigir',
author = {Qidi Xu and Fumin Shen and Li Liu and Heng Tao Shen},
booktitle = {Proceeding of ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)},
title = {GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder},
year = {2018}
}
-
Discovering and Distinguishing Multiple Visual Senses for Web Learning, Yazhou Yao, Fumin Shen, Jian Zhang, Li Liu, Zhenmin Tang, Ling Shao, IEEE Transactions on Multimedia (TMM),
2018 [BibTeX]
@article{'yao2018TMM',
author = {Yazhou Yao and Fumin Shen and Jian Zhang and Li Liu and Zhenmin Tang and Ling Shao},
journal={IEEE Transactions on Multimedia (TMM)},
title = {Discovering and Distinguishing Multiple Visual Senses for Web Learning},
year = {2018}
}
-
Extracting Privileged Information from Untagged Corpora for Classifier Learning,
Yazhou Yao, Jian Zhang, Fumin Shen*, Wankou Yang, Xiansheng Hua, Zhenmin Tang, International Joint Conference on Artificial Intelligence (IJCAI),
2018 [PDF, BibTeX]
@inproceedings{'yao2018IJCAI',
author = {Yazhou Yao and Jian Zhang and Fumin Shen and Wankou Yang and Xiansheng Hua and Zhenmin Tang},
booktitle = {Proceeding of the International Joint Conference on Artificial Intelligence (IJCAI)},
title = {Extracting Privileged Information from Untagged Corpora for Classifier Learning},
year = {2018}
}
-
Describing Video with Attention based Bidirectional LSTM, Yi Bin, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen and Xuelong Li, IEEE Transactions on Cybernetics (TCYB),
2018 [BibTeX]
@article{'bin2018tcyb',
author = {Yi Bin, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen and Xuelong Li},
journal={EEE Transactions on Cybernetics (TCYB)},
title = {Describing Video with Attention based Bidirectional LSTM},
year = {2018}
}
-
Zero-Shot Sketch-Image Hashing, Yuming Shen, Li Liu, Fumin Shen and Ling Shao, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (spotlight),
2018 [PDF, BibTeX]
@inproceedings{'shen2018cvpr',
author = {Yuming Shen and Li Liu and Fumin Shen and Ling Shao},
booktitle = {Proceeding of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {Zero-Shot Sketch-Image Hashing},
year = {2018}
}
-
Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization, Fumin Shen, Yan Xu, Li Liu, Yang Yang, Zi Huang, Heng Tao Shen IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),
2018 [PDF, Code, BibTeX]
@article{'shen2018tpami',
author = {Fumin Shen and Yan Xu and Li Liu and Yang Yang and Zi Huang and Heng Tao Shen},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
title = {Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization},
year = {2018}
}
-
Multi-view Discrete Hashing for Scalable Multimedia Search, Xiaobo Shen, Fumin Shen, Li Liu, Yun-Hao Yuan, Weiwei Liu, Quan-Sen Sun ACM Transactions on Intelligent Systems and Technology (ACM TIST),
2018 [PDF, BibTeX]
@article{'shen2018tist',
author = {Xiaobo Shen and Fumin Shen and Li Liu and Yun-Hao Yuan and Weiwei Liu and Quan-Sen Sun},
journal={ACM Transactions on Intelligent Systems and Technology (ACM TIST)},
title = {Multi-view Discrete Hashing for Scalable Multimedia Search},
year = {2018}
}
-
Error Correcting Input and Output Hashing, Chao Ma, Ivor W. Tsang, Fumin Shen, Chuancai Liu, IEEE Transactions on Cybernetics (TCYB),
2018 [PDF, BibTeX]
@article{'ma2018tcyb',
author = {Chao Ma and Ivor W. Tsang and Fumin Shen and Chuancai Liu},
journal={IEEE Transactions on Cybernetics (TCYB)},
title = {Error Correcting Input and Output Hashing},
year = {2018}
}
-
Discovering and Distinguishing Multiple Visual Senses for Polysemous Words, Yazhou Yao, Jian Zhang, Fumin Shen*, Wankou Yang, Pu Huang, Zhenmin Tang, AAAI Conference on Artificial Intelligence (AAAI),
2018 [PDF, BibTeX]
@inproceedings{'yao2018aaai',
author = {Yazhou Yao and Jian Zhang and Fumin Shen and Wankou Yang and Pu Huang and Zhenmin Tang},
booktitle={AAAI Conference on Artificial Intelligence (AAAI)},
title = {Discovering and Distinguishing Multiple Visual Senses for Polysemous Words
},
year = {2018}
}
2017
-
Zero-shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation,Yang Long, Li Liu, Fumin Shen, Ling Shao, Xuelong Li, IEEE
Transactions on Pattern Analysis and Machine Intelligence (TPAMI),
2017 [PDF, BibTeX]
@article{'long2017tpami',
author = {Yang Long, Li Liu, Fumin Shen, Ling Shao, Xuelong Li},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
title = {Zero-shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation},
year = {2017}
}
-
Recognition and Detection of Two-person Interactive Actions Using Automatically Selected Skeleton Features, Huimin Wu, Jie Shao, Xing Xu, Yanli Ji, Fumin Shen and Heng Tao Shen, IEEE Transactions on Human-Machine Systems (THMS),
2017 [PDF, BibTeX]
@article{'wu2017',
author = {Huimin Wu, Jie Shao, Xing Xu, Yanli Ji, Fumin Shen and Heng Tao Shen},
journal={IEEE Transactions on Human-Machine Systems (THMS)},
title = {Recognition and Detection of Two-person Interactive Actions Using Automatically Selected Skeleton Features},
year = {2017}
}
-
Deep Asymmetric Pairwise Hashing, Fumin Shen, Xin Gao, Li Liu, Yang Yang and Heng Tao Shen, ACM International Conference on Multimedia (MM),
2017 (oral) [PDF, BibTeX]
@inproceedings{'shen2017mm',
author = {Fumin Shen and Xin Gao and Li Liu and Yang Yang and Heng Tao Shen},
booktitle={ACM International Conference on Multimedia (MM)},
title = {Deep Asymmetric Pairwise Hashing},
year = {2017}
}
-
Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval, Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen, ACM International Conference on Multimedia (MM),
2017 [PDF, BibTeX]
@inproceedings{'xu2017mm',
author = {Ruicong Xu and Yang Yang and Fumin Shen and Ning Xie and Heng Tao Shen},
booktitle={ACM International Conference on Multimedia (MM)},
title = {Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval},
year = {2017}
}
-
Movie Fill in the Blank with Adaptive Temporal Attention and Description Update, Jie Chen, Jie Shao, Fumin Shen, Chengkun He, Lianli Gao and Heng Tao Shen, ACM International Conference on Information and Knowledge Management (CIKM),
2017 (oral)
-
Efficient Message Passing Methods with Fully Connected Models for Early Vision, Xiao Tan, Changming Sun, Fumin Shen, and Kwan-Yee K. Wong, IEEE Transactions on Image Processing (TIP),
2017 [BibTeX]
@ARTICLE{'tan2017tip',
author = {Xiao Tan and Changming Sun and Fumin Shen and and Kwan-Yee K. Wong},
journal={IEEE Transactions on Image Processing},
title = {Efficient Message Passing Methods with Fully Connected Models for Early Vision},
year = {2017}
}
-
Hashing with Angular Reconstructive Embeddings, Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie and Heng Tao Shen, IEEE Transactions on Image Processing (TIP),
2017 [BibTeX]
@ARTICLE{'hu2017tip2',
author = {Mengqiu Hu and Yang Yang and Fumin Shen and Ning Xie and Heng Tao Shen},
journal={IEEE Transactions on Image Processing},
title = {Hashing with Angular Reconstructive Embeddings},
year = {2017}
}
-
Bilinear Optimized Product Quantization for
Scalable Visual Content Analysis, Litao Yu, Zi Huang, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xiaofang Zhou, IEEE Transactions on Image Processing (TIP),
2017 [PDF, Code, BibTeX]
@ARTICLE{'yu2017tip',
author = {Litao Yu and Zi Huang and Fumin Shen and Jingkuan Song and Heng Tao Shen
and Xiaofang Zhou},
journal={IEEE Transactions on Image Processing},
title = {Bilinear Optimized Product Quantization for
Scalable Visual Content Analysis},
year = {2017}
}
-
Discrete Nonnegative Spectral Clustering, Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen and Xuelong Li, IEEE Transactions on Knowledge and Data Engineering (TKDE),
2017 [BibTeX]
@inproceedings{'yang2017TKDE',
author = {Yang Yang and Fumin Shen and Zi Huang and Heng Tao Shen and Xuelong Li},
journal={IEEE Transactions on Knowledge and Data Engineering (TKDE)},
title = {Discrete Nonnegative Spectral Clustering},
year = {2017}
}
-
Classification by Retrieval: Binarizing Data and Classifier, Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen, ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR),
2017 (oral) [PDF, BibTeX]
Best Paper Award Honorable Mention
@inproceedings{'shen2017sigir',
author = {Fumin Shen and Yadong Mu and Yang Yang and Wei Liu and Li Liu and Jingkuan Song and Heng Tao Shen},
booktitle={ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)},
title = {Classification by Retrieval: Binarizing Data and Classifier},
pages = {595--604},
year = {2017}
}
-
Unifying Multi-Source Social Media Data for Personalized Travel Route Planning, Gang Hu, Jie Shao, Fumin Shen, Zi Huang, Heng Tao Shen, ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR),
2017 (short) [BibTeX]
@inproceedings{'hu2017sigir',
author = {Gang Hu and Jie Shao and Fumin Shen and Zi Huang and Heng Tao Shen},
booktitle={ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR},
title = {Unifying Multi-Source Social Media Data for Personalized Travel Route Planning},
year = {2017}
}
-
Event Early Embedding: Predicting Event Volume Dynamics at Early Stage, Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang and Heng Tao Shen, ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR),
2017 (short) [BibTeX]
@inproceedings{'liu2017sigir',
author = {Zhiwei Liu and Yang Yang and Zi Huang and Fumin Shen and Dongxiang Zhang and Heng Tao Shen},
booktitle={ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR},
title = {Event Early Embedding: Predicting Event Volume Dynamics at Early Stage},
year = {2017}
}
-
Asymmetric Binary Coding for Image Search, Fumin Shen, Yang Yang, Li Liu, Wei Liu, Dacheng Tao, Heng Tao Shen, IEEE Transactions on Multimedia (TMM),
2017 [PDF, BibTeX]
@ARTICLE{shen2017tmm,
author = {Fumin Shen and Yang Yang and Li Liu and Wei Liu and Dacheng Tao, Heng Tao Shen},
journal={IEEE Transactions on Multimedia},
title = {Asymmetric Binary Coding for Image Search},
year = {2017}
doi={10.1109/TMM.2017.2699863},
note={\mbox{doi}:\url{10.1109/TMM.2017.2699863}}
}
-
Robust Web Image Annotation via Exploring Multi-facet and Structural Knowledge, Mengqiu Hu, Yang Yang, Fumin Shen, Luming Zhang, Heng Tao Shen and Xuelong Li, IEEE Transactions on Image Processing (TIP),
2017 [BibTeX]
@ARTICLE{'yang2017tip',
author = {Mengqiu Hu and Yang Yang and Fumin Shen and Luming Zhang and Heng Tao Shen and Xuelong Li},
journal={IEEE Transactions on Image Processing},
title = {Robust Web Image Annotation via Exploring Multi-facet and Structural Knowledge},
year = {2017}
}
-
Matrix Tri-Factorization with Manifold Regularizations for Zero-shot Learning, Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen, Jingkuan Song, IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2017 [PDF, Code, BibTeX, Poster]
@inproceedings{'xu2017cvpr',
author = {Xing Xu and Fumin Shen and Yang Yang and Dongxiang Zhang and Heng Tao Shen and Jingkuan Song},
booktitle = {Proceeding of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {Matrix Tri-Factorization with Manifold Regularizations for Zero-shot Learning},
year = {2017},
pages = {3798--3807}
}
-
Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval, Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (spotlight),
2017 [PDF, Code, BibTeX]
@inproceedings{'liu2017dsh',
author = {Li Liu and Fumin Shen and Yuming Shen and Xianglong Liu and Ling Shao},
booktitle = {Proceeding of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval},
year = {2017},
pages = {2862--2871}
}
-
Discretely Coding Semantic Rank Orders for Image Hashing, Li Liu, Ling Shao, Fumin Shen, Mengyang Yu, IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2017 [PDF, BibTeX]
@inproceedings{'liu2017coding',
author = {Li Liu and Ling Shao and Fumin Shen and Mengyang Yu },
booktitle = {Proceeding of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {Discretely Coding Semantic Rank Orders for Image Hashing},
year = {2017},
pages = {2862--2871}
}
-
From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis, Yang Long, Li Liu, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han, IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2017 [PDF, BibTeX]
@inproceedings{'long2017cvpr',
author = {Long, Yang and Liu, Li and Shao, Ling and Shen, Fumin and Ding, Guiguang and Han, Jungong},
booktitle = {Proceeding of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis},
year = {2017},
pages = {1627--1636}
}
-
Zero-Shot Action Recognition with Error-Correcting Output Codes, Jie Qin, Li Liu, Ling Shao, Fumin Shen, Bingbing Ni, Jiaxin Chen, Yunhong Wang, IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2017 [PDF, BibTeX]
@inproceedings{'qin2017cvpr',
author = {Jie Qin and Li Liu and Ling Shao and Fumin Shen and Bingbing Ni and Jiaxin Chen and Yunhong Wang},
booktitle = {Pro. CVPR},
title = {Zero-Shot Action Recognition with Error-Correcting Output Codes},
year = {2017},
pages = {2833--2842}
}
-
Binary Coding for Partial Action Analysis with Limited Observation Ratios, Jie Qin, Li Liu, Ling Shao, Bingbing Ni, Chen Chen, Fumin Shen, Yunhong Wang, IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2017 [PDF, BibTeX]
@inproceedings{'qin2017action',
author = {Jie Qin and Li Liu and Ling Shao and Bingbing Ni and Chen Chen and Fumin Shen and Yunhong Wang},
booktitle = {Pro. CVPR},
title = {Binary Coding for Partial Action Analysis with Limited Observation Ratios},
pages = {146--155},
year = {2017}
}
}
-
Attribute Hashing for Zero-Shot Image Retrieval, Yahui Xu, Yang Yang, Fumin Shen, Yuxuan Zhou, Xing Xu and Heng Tao
Shen, IEEE International
Conference on Multimedia and Expo (ICME),
2017 [PDF, BibTeX]
World's FIRST 10K Best Paper Award – Platinum Award
@inproceedings{'xu2017icme',
author = { Yahui Xu and Yang Yang and Fumin Shen and Yuxuan Zhou and Xing Xu and Heng Tao
Shen},
booktitle = {Proceeding of the IEEE International
Conference on Multimedia and Expo (ICME)},
title = {Attribute Hashing for Zero-Shot Image Retrieval},
year = {2017}
}
-
Asymmetric Sparse Hashing, Xin Gao, Fumin Shen*, Yang Yang, Xing Xu, Hanxi Li and Heng Tao Shen, IEEE International
Conference on Multimedia and Expo (ICME),
2017 [PDF, BibTeX]
Finalist of the World’s FIRST 10K Best Paper Award
@inproceedings{'gao2017icme',
author = { Xin Gao and Fumin Shen and Yang Yang and Xing Xu and Hanxi Li and Heng Tao Shen},
booktitle = {Proceeding of the IEEE International
Conference on Multimedia and Expo (ICME)},
title = {Attribute Hashing for Zero-Shot Image Retrieval},
year = {2017}
}
-
Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval, Xing Xu, Fumin Shen*, Yang Yang, Heng Tao Shen and Xuelong Li, IEEE Transactions on Image Processing (TIP),
2017 [PDF, Code, BibTeX]
@ARTICLE{'xu2017tip',
author = {Xing Xu and Fumin Shen and Yang Yang and Heng Tao Shen and Xuelong Li},
journal={IEEE Transactions on Image Processing},
title = {Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval},
volume={26},
number={5},
pages={2494-2507},
year = {2017}
}
-
Exploiting Web Images for Dataset Construction: A Domain Robust Approach, Yazhou Yao, Jian Zhang, Fumin Shen*, Xian-Sheng Hua, Jingsong Xu, Zhenmin Tang, IEEE Transactions on Multimedia (TMM),
2017 [Link, BibTeX]
@ARTICLE{TMM2017yao,
author={Yazhou Yao and Jian Zhang and Fumin Shen and Xian-Sheng Hua and Jingsong Xu and Zhenmin Tang},
journal={IEEE Transactions on Multimedia (TMM)},
title={Exploiting Web Images for Dataset Construction: A Domain Robust Approach},
year={2017}
}
-
Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications, Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen and Heng Tao Shen, ACM Transactions on Information Systems (TOIS),
2017 [BibTeX]
@ARTICLE{zhang2017tois,
author={Dongxiang Zhang and Yuchen Li and Ju Fan and Lianli Gao and Fumin Shen and Heng Tao Shen},
journal={ACM Transactions on Information Systems (TOIS)},
title={Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications},
year={2017},
}
-
Robust Discrete Code Modeling for Supervised Hashing, Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen, Pattern Recognition (PR),
2017 [BibTeX]
@ARTICLE{'luo2017pr',
author = {Yadan Luo and Yang Yang and Fumin Shen and Zi Huang and Pan Zhou and Heng Tao Shen},
journal={Pattern Recognition (PR)},
title = {Robust Discrete Code Modeling for Supervised Hashing},
year = {2017}
}
-
Learning Robust and Discriminative Low-rank Representations for Face Recognition with Occlusion, Guangwei Gao, Jian Yang, Xiao-Yuan Jing, Fumin Shen, Wankou Yang and Dong Yue, Pattern Recognition (PR),
2017 [BibTeX]
@ARTICLE{'gao2017pr',
author = {Guangwei Gao, Jian Yang, Xiao-Yuan Jing, Fumin Shen, Wankou Yang and Dong Yue},
journal={Pattern Recognition (PR)},
title = {Learning Robust and Discriminative Low-rank Representations for Face Recognition with Occlusion},
year = {2017}
}
-
Indexing and Mining Large-Scale Neuron Databases using Maximum Inner Product Search, Zhongyu Li, Ruogu Fang, Fumin Shen and Shaoting Zhang, Pattern Recognition (PR),
2017 [BibTeX]
@ARTICLE{'li2017pr',
author = {Zhongyu Li, Ruogu Fang, Fumin Shen and Shaoting Zhang},
journal={Pattern Recognition (PR)},
title = {Indexing and Mining Large-Scale Neuron Databases using Maximum Inner Product Search},
year = {2017}
}
-
Compressed K-means for Large-scale Clustering, Xiaobo Shen, Weiwei Liu, Ivor Tsang, Fumin Shen and Quan-Sen Sun, AAAI Conference on Artificial Intelligence (AAAI),
2017 [PDF, BibTeX]
@inproceedings{'shen2017aaai',
author = {Xiaobo Shen, Weiwei Liu, Ivor Tsang, Fumin Shen and Quan-Sen Sun},
booktitle = {Proceeding of AAAI Conference on Artificial Intelligence (AAAI)},
title = {Compressed K-means for Large-scale Clustering},
pages = {2527--2533},
year = {2017}
}
-
Sequential Discrete Hashing for Scalable Cross-modality Similarity Retrieval, Li Liu, Zijia Lin, Ling Shao, Fumin Shen, Guiguang Ding and Jungong Han, IEEE Transactions on Image Processing (TIP),
2016 [PDF,BibTeX]
@article{Liu2017TIP,
title={Sequential Discrete Hashing for Scalable Cross-Modality Similarity Retrieval},
author={Liu, Li and Lin, Zijia and Shao, Ling and Shen, Fumin and Ding, Guiguang and Han, Jungong},
journal={IEEE Transactions on Image Processing},
volume={26},
number={1},
pages={107--118},
year={2017},
publisher={IEEE}
}
-
A Fast Optimization Method for General Binary Code Learning, Fumin Shen, Xiang Zhou, Yang Yang, Jingkuan Song, Heng Tao Shen and Dacheng Tao, IEEE Transactions on Image Processing (TIP),
2016 [PDF, Codes, BibTeX]
A general, fast solver for the binary hashing problem
@ARTICLE{TIP2016binary,
author={F. Shen and X. Zhou and Y. Yang and J. Song and H. T. Shen and D. Tao},
journal={IEEE Transactions on Image Processing},
title={A Fast Optimization Method for General Binary Code Learning},
year={2016},
volume={25},
number={12},
pages={5610-5621},
}
-
Joint Hierarchical Category Structure Learning and Large-Scale Image Classification, Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, and Dacheng Tao, IEEE Transactions on Image Processing (TIP),
2016 [PDF, BibTeX]
@ARTICLE{quTIP2016,
author={Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, and Dacheng Tao},
journal={IEEE Transactions on Image Processing},
title={Joint Hierarchical Category Structure Learning and Large-Scale Image Classification},
year={2016},
volume={},
number={},
pages={},
}
-
Semi-paired Discrete Hashing: Learning Latent Hash Codes for Semi-paired Cross-view Retrieval, Xiaobo Shen, Fumin Shen, Quan-sen Sun, Yang Yang, Yun-Hao Yuan, Heng Tao Shen, IEEE Transactions on Cybernetics (TCYB),
2016 [PDF, BibTeX]
@article{shen2016tcyb,
title={Semi-paired discrete hashing: Learning latent hash codes for semi-paired cross-view retrieval},
author={Shen, Xiaobo and Shen, Fumin and Sun, Quan-Sen and Yang, Yang and Yuan, Yun-Hao and Shen, Heng Tao},
journal={IEEE Transactions on Cybernetics},
year={2016},
publisher={IEEE}
}
-
Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing, Yang Yang, Fumin Shen*, Heng Tao Shen, Hanxi Li and Xuelong Li, IEEE Transactions on Big Data (TBD),
2016 [BibTeX]
@ARTICLE{yang2016tbd,
author={Yang Yang, Fumin Shen, Heng Tao Shen, Hanxi Li and Xuelong Li},
journal={IEEE Transactions on Big Data (TBD)},
title={Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing},
year={2016}
}
-
Discrete Collaborative Filtering, Hanwang Zhang, Fumin Shen, Wei Liu, Xiangnan He, Huanbo Luan, Tat-Seng Chua, ACM SIGIR conference on Research
and Development in Information Retrieval (SIGIR),
2016 [PDF, Codes, BibTeX]
Best Paper Award Honorable Mention
@inproceedings{Zhang2016DCF,
author = {Zhang, Hanwang and Shen, Fumin and Liu, Wei and He, Xiangnan and Luan, Huanbo and Chua, Tat-Seng},
title = {Discrete Collaborative Filtering},
booktitle = {Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '16},
year = {2016},
location = {Pisa, Italy},
pages = {325--334},
numpages = {10},
}
-
A Unified Framework for Discrete Spectral Clustering,Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen, International Joint Conference on Artificial Intelligence (IJCAI),
2016 [BibTeX]
@inproceedings{yang2016ijcai,
author = {Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen},
booktitle = {Proceedings of International Joint Conference on Artificial Intelligence (IJCAI)},
title = {A Unified Framework for Discrete Spectral Clustering},
year = {2016}
}
-
Face Identification with Second-Order Pooling in Single-layer Networks, Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang and Heng Tao Shen, Neurocomputing,
2016 [BibTeX]
@article{Shen201611,
title = "Face identification with second-order pooling in single-layer networks ",
author = "Fumin Shen and Yang Yang and Xiang Zhou and Xianglong Liu and Jie Shao",
journal = "Neurocomputing ",
volume = "187",
number = "",
pages = "11 - 18",
year = "2016",
}
-
Face image classification by pooling raw features, Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang and Heng Tao Shen, Pattern Recognition (PR),
2016 [PDF, Codes, BibTeX]
@ARTICLE{'shen2016pr',
title = "Face image classification by pooling raw features",
journal = "Pattern Recognition ",
volume = "54",
pages = "94 - 103",
year = "2016",
author = "Fumin Shen and Chunhua Shen and Xiang Zhou and Yang Yang and Heng Tao Shen",
}
-
Face Recognition Using Linear Representation Ensembles, Hanxi Li, Fumin Shen*, Chunhua Shen, Yang Yang and Yongsheng Gao, Pattern Recognition (PR),
2016 [PDF, BibTeX]
@ARTICLE{'hanxi2016pr',
title = "Face Recognition Using Linear Representation Ensembles",
journal = "Pattern Recognition ",
volume = "54",
pages = "94 - 103",
year = "2016",
author = "Hanxi Li, Fumin Shen, Chunhua Shen, Yang Yang and Yongsheng Gao",
}
-
Zero-Shot Hashing Via Transferring Supervised Knowledge, Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen, ACM International Conference on Multimedia (MM),
2016 [BibTeX]
@inproceedings{yangmm2016,
title={Zero-Shot Hashing via Transferring Supervised Knowledge},
author={Yang, Yang and Luo, Yadan and Chen, Weilun and Shen, Fumin and Shao, Jie and Shen, Heng Tao},
booktitle = {Proceedings of ACM International Conference on Multimedia (MM)},
pages={1286--1295},
year={2016},
}
-
Joint Graph Learning and Video Segmentation Via Multiple Cues and Topology Calibration, Jingkuan Song, Lianli Gao, Mihai Marian Puscas, Feiping Nie, Fumin Shen, Nicu Sebe, ACM International Conference on Multimedia (MM),
2016 [BibTeX]
@inproceedings{songmm2016,
author = {Jingkuan Song, Lianli Gao, Mihai Marian Puscas, Feiping Nie, Fumin Shen, Nicu Sebe},
booktitle = {Proceedings of ACM International Conference on Multimedia (MM)},
title = {Joint Graph Learning and Video Segmentation Via Multiple Cues and Topology Calibration},
year = {2016}
}
-
Cross-modal Retrieval with Label Completion, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Li He, Jingkuan Song, ACM International Conference on Multimedia (MM),
2016 (short) [BibTeX]
@inproceedings{xumm2016,
author = {Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Li He, Jingkuan Song},
booktitle = {Proceedings of ACM International Conference on Multimedia (MM)},
title = {Cross-modal Retrieval with Label Completion},
year = {2016}
}
-
A Domain Robust Approach for Image Dataset Construction, Yazhou Yao, Xian-Sheng Hua, Fumin Shen, Jian Zhang, Zhenmin Tang, ACM International Conference on Multimedia (MM),
2016 (short) [BibTeX]
@inproceedings{yaomm2016,
author = {Yazhou Yao, Xian-Sheng Hua, Fumin Shen, Jian Zhang, Zhenmin Tang},
booktitle = {Proceedings of ACM International Conference on Multimedia (MM)},
title = {A Domain Robust Approach for Image Dataset Construction},
year = {2016}
}
-
Bidirectional Long-Short Term Memory for Video Description, Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen, ACM International Conference on Multimedia (MM),
2016 (short) [BibTeX]
@inproceedings{binmm2016,
author = {Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen},
booktitle = {Proceedings of ACM International Conference on Multimedia (MM)},
title = {Bidirectional Long-Short Term Memory for Video Description},
year = {2016}
}