Fumin Shen

According to our database, Fumin Shen authored at least 238 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval.

Shenshen Li, Xing Xu, Xun Jiang, Fumin Shen, Xin Liu, Heng Tao Shen

IEEE Trans. Circuits Syst. Video Technol., April, 2024

Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval.

Shenshen Li, Chen He, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Guided by Meta-Set: A Data-Driven Method for Fine-Grained Visual Recognition.

Chuanyi Zhang, Guosheng Lin, Qiong Wang, Fumin Shen, Yazhou Yao, Zhenmin Tang

IEEE Trans. Multim., 2023

Boosting Robust Learning Via Leveraging Reusable Samples in Noisy Web Data.

Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Fumin Shen, Jian Zhang, Xian-Sheng Hua

IEEE Trans. Multim., 2023

Attention Map Guided Transformer Pruning for Occluded Person Re-Identification on Edge Device.

Junzhu Mao, Yazhou Yao, Zeren Sun, Xingguo Huang, Fumin Shen, Heng Tao Shen

IEEE Trans. Multim., 2023

Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation.

Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen

IEEE Trans. Multim., 2023

Hierarchical Co-Attention Propagation Network for Zero-Shot Video Object Segmentation.

Gensheng Pei, Yazhou Yao, Fumin Shen, Dan Huang, Xingguo Huang, Heng Tao Shen

IEEE Trans. Image Process., 2023

Hierarchical Graph Pattern Understanding for Zero-Shot Video Object Segmentation.

Gensheng Pei, Fumin Shen, Yazhou Yao, Tao Chen, Xian-Sheng Hua, Heng Tao Shen

IEEE Trans. Image Process., 2023

Hierarchical Graph Pattern Understanding for Zero-Shot VOS.

Gensheng Pei, Fumin Shen, Yazhou Yao, Tao Chen, Xian-Sheng Hua, Heng Tao Shen

CoRR, 2023

BatchNorm-based Weakly Supervised Video Anomaly Detection.

Yixuan Zhou, Yi Qu, Xing Xu, Fumin Shen, Jingkuan Song, Hengtao Shen

CoRR, 2023

MSFlow: Multi-Scale Flow-based Framework for Unsupervised Anomaly Detection.

Yixuan Zhou, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen

CoRR, 2023

AnoOnly: Semi-Supervised Anomaly Detection without Loss on Normal Data.

Yixuan Zhou, Peiyu Yang, Yi Qu, Xing Xu, Fumin Shen, Heng Tao Shen

CoRR, 2023

Co-attention Propagation Network for Zero-Shot Video Object Segmentation.

Gensheng Pei, Yazhou Yao, Fumin Shen, Dan Huang, Xingguo Huang, Heng Tao Shen

CoRR, 2023

Attention Map Guided Transformer Pruning for Edge Device.

Junzhu Mao, Yazhou Yao, Zeren Sun, Xingguo Huang, Fumin Shen, Heng Tao Shen

CoRR, 2023

DCEL: Deep Cross-modal Evidential Learning for Text-Based Person Retrieval.

Shenshen Li, Xing Xu, Yang Yang, Fumin Shen, Yijun Mo, Yujie Li, Heng Tao Shen

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Zero-shot Sketch-based Image Retrieval with Adaptive Balanced Discriminability and Generalizability.

Jialin Tian, Xing Xu, Zuo Cao, Gong Zhang, Fumin Shen, Yang Yang

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Multi-granularity Separation Network for Text-Based Person Retrieval with Bidirectional Refinement Regularization.

Shenshen Li, Xing Xu, Fumin Shen, Yang Yang

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Region-Aware Semantic Consistency for Unsupervised Domain-Adaptive Semantic Segmentation.

Jun Xie, Yixuan Zhou, Xing Xu, Guoqing Wang, Fumin Shen, Yang Yang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Progressive Event Alignment Network for Partial Relevant Video Retrieval.

Xun Jiang, Zhiguo Chen, Xing Xu, Fumin Shen, Zuo Cao, Xunliang Cai

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022

MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning.

Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen

IEEE Trans. Neural Networks Learn. Syst., 2022

Robust Learning From Noisy Web Images Via Data Purification for Fine-Grained Recognition.

Chuanyi Zhang, Qiong Wang, Guo-Sen Xie, Qi Wu, Fumin Shen, Zhenmin Tang

IEEE Trans. Multim., 2022

Targeted Attack of Deep Hashing Via Prototype-Supervised Adversarial Networks.

Zheng Zhang, Xunguang Wang, Guangming Lu, Fumin Shen, Lei Zhu

IEEE Trans. Multim., 2022

Cross-Modal Dynamic Networks for Video Moment Retrieval With Text Query.

Gongmian Wang, Xing Xu, Fumin Shen, Huimin Lu, Yanli Ji, Heng Tao Shen

IEEE Trans. Multim., 2022

Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Open-Set Noise and Utilizing Hard Examples.

Huafeng Liu, Chuanyi Zhang, Yazhou Yao, Xiu-Shen Wei, Fumin Shen, Zhenmin Tang, Jian Zhang

IEEE Trans. Multim., 2022

Semantically Meaningful Class Prototype Learning for One-Shot Image Segmentation.

Tao Chen, Guo-Sen Xie, Yazhou Yao, Qiong Wang, Fumin Shen, Zhenmin Tang, Jian Zhang

IEEE Trans. Multim., 2022

Semantic-Aligned Attention With Refining Feature Embedding for Few-Shot Image Classification.

Xianda Xu, Xing Xu, Fumin Shen, Yujie Li

IEEE Trans. Intell. Transp. Syst., 2022

Flow-Edge Guided Unsupervised Video Object Segmentation.

Yifeng Zhou, Xing Xu, Fumin Shen, Xiaofeng Zhu, Heng Tao Shen

IEEE Trans. Circuits Syst. Video Technol., 2022

Modeling Two-Stream Correspondence for Visual Sound Separation.

Yixuan He, Xing Xu, Jingran Zhang, Fumin Shen, Yang Yang, Heng Tao Shen

IEEE Trans. Circuits Syst. Video Technol., 2022

A Generalized Method for Binary Optimization: Convergence Analysis and Applications.

Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Jie Qin, Fumin Shen, Ling Shao

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Graph convolutional network with sample and feature weights for Alzheimer's disease diagnosis.

Lu Zeng, Hengxin Li, Tingsong Xiao, Fumin Shen, Zhi Zhong

Inf. Process. Manag., 2022

Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation.

Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen

CoRR, 2022

Multimodal Disentanglement Variational AutoEncoders for Zero-Shot Cross-Modal Retrieval.

Jialin Tian, Kai Wang, Xing Xu, Zuo Cao, Fumin Shen, Heng Tao Shen

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

DHHN: Dual Hierarchical Hybrid Network for Weakly-Supervised Audio-Visual Video Parsing.

Xun Jiang, Xing Xu, Zhiguo Chen, Jingran Zhang, Jingkuan Song, Fumin Shen, Huimin Lu, Heng Tao Shen

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Selective Hypergraph Convolutional Networks for Skeleton-based Action Recognition.

Yiran Zhu, Guangji Huang, Xing Xu, Yanli Ji, Fumin Shen

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Accelerated Sign Hunter: A Sign-based Black-box Attack via Branch-Prune Strategy and Stabilized Hierarchical Search.

Siyuan Li, Guangji Huang, Xing Xu, Yang Yang, Fumin Shen

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

GTLR: Graph-Based Transformer with Language Reconstruction for Video Paragraph Grounding.

Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Xunliang Cai

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation.

Gensheng Pei, Fumin Shen, Yazhou Yao, Guo-Sen Xie, Zhenmin Tang, Jinhui Tang

Proceedings of the Computer Vision - ECCV 2022, 2022

PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction.

Zeren Sun, Fumin Shen, Dan Huang, Qiong Wang, Xiangbo Shu, Yazhou Yao, Jinhui Tang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Semi-supervised Video Paragraph Grounding with Contrastive Encoder.

Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval.

Jialin Tian, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Inductive Structure Consistent Hashing via Flexible Semantic Calibration.

Zheng Zhang, Luyao Liu, Yadan Luo, Zi Huang, Fumin Shen, Heng Tao Shen, Guangming Lu

IEEE Trans. Neural Networks Learn. Syst., 2021

Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing.

Heng Tao Shen, Luchen Liu, Yang Yang, Xing Xu, Zi Huang, Fumin Shen, Richang Hong

IEEE Trans. Knowl. Data Eng., 2021

Collaborative Learning for Extremely Low Bit Asymmetric Hashing.

Yadan Luo, Zi Huang, Yang Li, Fumin Shen, Yang Yang, Peng Cui

IEEE Trans. Knowl. Data Eng., 2021

Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-Identification.

Cairong Zhao, Yuanpeng Tu, Zhihui Lai, Fumin Shen, Heng Tao Shen, Duoqian Miao

IEEE Trans. Image Process., 2021

Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset.

Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng

IEEE Trans. Circuits Syst. Video Technol., 2021

Few-shot prototype alignment regularization network for document image layout segementation.

Yujie Li, Pengfei Zhang, Xing Xu, Yi Lai, Fumin Shen, Lijiang Chen, Pengxiang Gao

Pattern Recognit., 2021

Toward Effective Intrusion Detection Using Log-Cosh Conditional Variational Autoencoder.

Xing Xu, Jie Li, Yang Yang, Fumin Shen

IEEE Internet Things J., 2021

A Cognitive Memory-Augmented Network for Visual Anomaly Detection.

Tian Wang, Xing Xu, Fumin Shen, Yang Yang

IEEE CAA J. Autom. Sinica, 2021

Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation.

Tao Chen, Guo-Sen Xie, Yazhou Yao, Qiong Wang, Fumin Shen, Zhenmin Tang, Jian Zhang

CoRR, 2021

Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Noisy Samples and Utilizing Hard Ones.

Huafeng Liu, Chuanyi Zhang, Yazhou Yao, Xiu-Shen Wei, Fumin Shen, Jian Zhang, Zhenmin Tang

CoRR, 2021

Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval.

Jiao Li, Xing Xu, Wei Yu, Fumin Shen, Zuo Cao, Kai Zuo, Heng Tao Shen

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Scene Text Image Super-Resolution via Parallelly Contextual Attention Network.

Cairong Zhao, Shuyang Feng, Brian Nlong Zhao, Zhijun Ding, Jun Wu, Fumin Shen, Heng Tao Shen

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Video Representation Learning with Graph Contrastive Augmentation.

Jingran Zhang, Xing Xu, Fumin Shen, Yazhou Yao, Jie Shao, Xiaofeng Zhu

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Relationship-Preserving Knowledge Distillation for Zero-Shot Sketch Based Image Retrieval.

Jialin Tian, Xing Xu, Zheng Wang, Fumin Shen, Xin Liu

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

CAA: Candidate-Aware Aggregation for Temporal Action Detection.

Yifan Ren, Xing Xu, Fumin Shen, Yazhou Yao, Huimin Lu

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Lifting the Veil of Frequency in Joint Segmentation and Depth Estimation.

Tianhao Fu, Yingying Li, Xiaoqing Ye, Xiao Tan, Hao Sun, Fumin Shen, Errui Ding

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

AggNet for Self-supervised Monocular Depth Estimation: Go An Aggressive Step Furthe.

Zhi Chen, Xiaoqing Ye, Liang Du, Wei Yang, Liusheng Huang, Xiao Tan, Zhenbo Shi, Fumin Shen, Errui Ding

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Multi-scale Dynamic Network for Temporal Action Detection.

Yifan Ren, Xing Xu, Fumin Shen, Zheng Wang, Yang Yang, Heng Tao Shen

Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

Cross-Modal Image-Recipe Retrieval via Intra- and Inter-Modality Hybrid Fusion.

Jiao Li, Jialiang Sun, Xing Xu, Wei Yu, Fumin Shen

Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation.

Yiran Zhu, Xing Xu, Fumin Shen, Yanli Ji, Lianli Gao, Heng Tao Shen

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Graph Convolutional Hourglass Networks for Skeleton-Based Action Recognition.

Yiran Zhu, Xing Xu, Yanli Ji, Fumin Shen, Heng Tao Shen, Huimin Lu

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Attention-Based Relation Reasoning Network for Video-Text Retrieval.

Ni Wang, Zheng Wang, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach.

Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Jo-SRC: A Contrastive Approach for Combating Noisy Labels.

Yazhou Yao, Zeren Sun, Chuanyi Zhang, Fumin Shen, Qi Wu, Jian Zhang, Zhenmin Tang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation.

Yazhou Yao, Tao Chen, Guo-Sen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing.

Xunguang Wang, Zheng Zhang, Baoyuan Wu, Fumin Shen, Guangming Lu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning.

Jingran Zhang, Xing Xu, Fumin Shen, Huimin Lu, Xin Liu, Heng Tao Shen

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Exploiting Web Images for Multi-Output Classification: From Category to Subcategories.

Yazhou Yao, Fumin Shen, Guo-Sen Xie, Li Liu, Fan Zhu, Jian Zhang, Heng Tao Shen

IEEE Trans. Neural Networks Learn. Syst., 2020

Cross-Modal Attention With Semantic Consistence for Image-Text Matching.

Xing Xu, Tan Wang, Yang Yang, Lin Zuo, Fumin Shen, Heng Tao Shen

IEEE Trans. Neural Networks Learn. Syst., 2020

Towards Automatic Construction of Diverse, High-Quality Image Datasets.

Yazhou Yao, Jian Zhang, Fumin Shen, Li Liu, Fan Zhu, Dongxiang Zhang, Heng Tao Shen

IEEE Trans. Knowl. Data Eng., 2020

Temporal Reasoning Graph for Activity Recognition.

Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen

IEEE Trans. Image Process., 2020

A Context Knowledge Map Guided Coarse-to-Fine Action Recognition.

Yanli Ji, Yue Zhan, Yang Yang, Xing Xu, Fumin Shen, Heng Tao Shen

IEEE Trans. Image Process., 2020

Graph Convolutional Network Hashing.

Xiang Zhou, Fumin Shen, Li Liu, Wei Liu, Liqiang Nie, Yang Yang, Heng Tao Shen

IEEE Trans. Cybern., 2020

Bidirectional Discrete Matrix Factorization Hashing for Image Search.

Shiyuan He, Bokun Wang, Zheng Wang, Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen

IEEE Trans. Cybern., 2020

A Survey of Human Action Analysis in HRI Applications.

Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li

IEEE Trans. Circuits Syst. Video Technol., 2020

Similarity learning with joint transfer constraints for person re-identification.

Cairong Zhao, Xuekuan Wang, Wangmeng Zuo, Fumin Shen, Ling Shao, Duoqian Miao

Pattern Recognit., 2020

Deep quantization generative networks.

Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Lei Huang, Mengyang Yu, Heng Tao Shen, Ling Shao

Pattern Recognit., 2020

Similarity preserving feature generating networks for zero-shot learning.

Yuanbo Ma, Xing Xu, Fumin Shen, Heng Tao Shen

Neurocomputing, 2020

Dual ResGCN for Balanced Scene GraphGeneration.

Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yanbo Fan, Fumin Shen, Heng Tao Shen

CoRR, 2020

Multi-model Network for Fine-Grained Cross-Media Retrieval.

Jiemi Bai, Yazhou Yao, Qiong Wang, Yichao Zhou, Wankou Yang, Fumin Shen

Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

Temporal Denoising Mask Synthesis Network for Learning Blind Video Temporal Consistency.

Yifeng Zhou, Xing Xu, Fumin Shen, Lianli Gao, Huimin Lu, Heng Tao Shen

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Ocean: A Dual Learning Approach For Generalized Zero-Shot Sketch-Based Image Retrieval.

Jiawen Zhu, Xing Xu, Fumin Shen, Roy Ka-Wei Lee, Zheng Wang, Heng Tao Shen

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images.

Xing Xu, Jiefu Chen, Jinhui Xiao, Lianli Gao, Fumin Shen, Heng Tao Shen

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Auto-Encoding Twin-Bottleneck Hashing.

Yuming Shen, Jie Qin, Jiaxin Chen, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification.

Chuanyi Zhang, Yazhou Yao, Huafeng Liu, Guo-Sen Xie, Xiangbo Shu, Tianfei Zhou, Zheng Zhang, Fumin Shen, Zhenmin Tang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Embedding and predicting the event at early stage.

Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen

World Wide Web, 2019

Extracting Multiple Visual Senses for Web Learning.

Yazhou Yao, Fumin Shen, Jian Zhang, Li Liu, Zhenmin Tang, Ling Shao

IEEE Trans. Multim., 2019

Extracting Privileged Information for Enhancing Classifier Learning.

Yazhou Yao, Fumin Shen, Jian Zhang, Li Liu, Zhenmin Tang, Ling Shao

IEEE Trans. Image Process., 2019

Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings.

Fumin Shen, Xiang Zhou, Jun Yu, Yang Yang, Li Liu, Heng Tao Shen

IEEE Trans. Image Process., 2019

Collective Reconstructive Embeddings for Cross-Modal Hashing.

Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Richang Hong, Heng Tao Shen

IEEE Trans. Image Process., 2019

Error Correcting Input and Output Hashing.

Chao Ma, Ivor W. Tsang, Fumin Shen, Chuancai Liu

IEEE Trans. Cybern., 2019

Describing Video With Attention-Based Bidirectional LSTM.

Yi Bin, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen, Xuelong Li

IEEE Trans. Cybern., 2019

Real-Time Deep Tracking via Corrective Domain Adaptation.

Hanxi Li, Xinyu Wang, Fumin Shen, Yi Li, Fatih Porikli, Mingwen Wang

IEEE Trans. Circuits Syst. Video Technol., 2019

Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition.

Xing Xu, Xiang Zhou, Fumin Shen, Lianli Gao, Heng Tao Shen, Xuelong Li

Signal Process., 2019

Binary Multi-View Clustering.

Zheng Zhang, Li Liu, Fumin Shen, Heng Tao Shen, Ling Shao

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Word-to-region attention network for visual question answering.

Liang Peng, Yang Yang, Yi Bin, Ning Xie, Fumin Shen, Yanli Ji, Xing Xu

Multim. Tools Appl., 2019

Cross-domain facial expression recognition via an intra-category common feature and inter-category Distinction feature fusion network.

Yanli Ji, Yuhan Hu, Yang Yang, Fumin Shen, Heng Tao Shen

Neurocomputing, 2019

Fast Large-Scale Discrete Optimization Based on Principal Coordinate Descent.

Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao

CoRR, 2019

Cooperative Cross-Stream Network for Discriminative Action Representation.

Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen

CoRR, 2019

MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning.

Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen

CoRR, 2019

A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition.

Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng

CoRR, 2019

Generative Reconstructive Hashing for Incomplete Video Analysis.

Jingyi Zhang, Zhen Wei, Ionut Cosmin Duta, Fumin Shen, Li Liu, Fan Zhu, Xing Xu, Ling Shao, Heng Tao Shen

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Time-aware Session Embedding for Click-Through-Rate Prediction.

Qidi Xu, Haocheng Xu, Weilong Chen, Chaojun Han, Haoyang Li, Wenxin Tan, Fumin Shen, Heng Tao Shen

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Dynamically Visual Disambiguation of Keyword-based Image Search.

Yazhou Yao, Zeren Sun, Fumin Shen, Li Liu, Limin Wang, Fan Zhu, Lizhong Ding, Gangshan Wu, Ling Shao

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Make a Face: Towards Arbitrary High Fidelity Face Manipulation.

Shengju Qian, Kwan-Yee Lin, Wayne Wu, Yangxiaokang Liu, Quan Wang, Fumin Shen, Chen Qian, Ran He

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling.

Zhen Wei, Jingyi Zhang, Li Liu, Fan Zhu, Fumin Shen, Yi Zhou, Si Liu, Yao Sun, Ling Shao

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing.

Jiaxin Chen, Jie Qin, Li Liu, Fan Zhu, Fumin Shen, Jin Xie, Ling Shao

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables.

Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Multiview Discrete Hashing for Scalable Multimedia Search.

Xiaobo Shen, Fumin Shen, Li Liu, Yunhao Yuan, Weiwei Liu, Quan-Sen Sun

ACM Trans. Intell. Syst. Technol., 2018

Jointly Sparse Hashing for Image Retrieval.

Zhihui Lai, Yudong Chen, Jian Wu, Wai Keung Wong, Fumin Shen

IEEE Trans. Image Process., 2018

Hashing with Angular Reconstructive Embeddings.

Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen

IEEE Trans. Image Process., 2018

Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features.

Huimin Wu, Jie Shao, Xing Xu, Yanli Ji, Fumin Shen, Heng Tao Shen

IEEE Trans. Hum. Mach. Syst., 2018

Recurrent attention network using spatial-temporal relations for action recognition.

Mingxing Zhang, Yang Yang, Yanli Ji, Ning Xie, Fumin Shen

Signal Process., 2018

Zero-shot learning via discriminative representation extraction.

Teng Long, Xing Xu, Fumin Shen, Li Liu, Ning Xie, Yang Yang

Pattern Recognit. Lett., 2018

Robust discrete code modeling for supervised hashing.

Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen

Pattern Recognit., 2018

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization.

Fumin Shen, Yan Xu, Li Liu, Yang Yang, Zi Huang, Heng Tao Shen

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation.

Yang Long, Li Liu, Fumin Shen, Ling Shao, Xuelong Li

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Semantic binary coding for visual recognition via joint concept-attribute modelling.

Xing Xu, Haiping Wu, Yang Yang, Fumin Shen, Ning Xie, Yanli Ji

Multim. Tools Appl., 2018

Multiple hierarchical deep hashing for large scale image retrieval.

Liangfu Cao, Lianli Gao, Jingkuan Song, Fumin Shen, Yuan Wang

Multim. Tools Appl., 2018

A novel multi-view dimensionality reduction and recognition framework with applications to face recognition.

Xiaobo Shen, Yunhao Yuan, Fumin Shen, Yang Xu, Quan-Sen Sun

J. Vis. Commun. Image Represent., 2018

Person re-identification with activity prediction based on hierarchical spatial-temporal model.

Minxian Li, Fumin Shen, Jingya Wang, Chao Guan, Jinhui Tang

Neurocomputing, 2018

Learning binary codes with local and inner data structure.

Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li

Neurocomputing, 2018

Learning Discrete Hashing Towards Efficient Fashion Recommendation.

Luyao Liu, Xingzhong Du, Lei Zhu, Fumin Shen, Zi Huang

Data Sci. Eng., 2018

GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder.

Qidi Xu, Fumin Shen, Li Liu, Heng Tao Shen

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Chat More: Deepening and Widening the Chatting Topic via A Deep Model.

Wenjie Wang, Minlie Huang, Xin-Shun Xu, Fumin Shen, Liqiang Nie

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Domain Invariant Subspace Learning for Cross-Modal Retrieval.

Chenlu Liu, Xing Xu, Yang Yang, Huimin Lu, Fumin Shen, Yanli Ji

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning.

Teng Long, Xing Xu, Youyou Li, Fumin Shen, Jingkuan Song, Heng Tao Shen

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 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

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Visual Spatial Attention Network for Relationship Detection.

Chaojun Han, Fumin Shen, Li Liu, Yang Yang, Heng Tao Shen

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Learning to Synthesize 3D Indoor Scenes from Monocular Images.

Fan Zhu, Li Liu, Jin Xie, Fumin Shen, Ling Shao, Yi Fang

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval.

Xing Xu, Jingkuan Song, Huimin Lu, Yang Yang, Fumin Shen, Zi Huang

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Extracting Privileged Information from Untagged Corpora for Classifier Learning.

Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Xian-Sheng Hua, Zhenmin Tang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Dual Learning for Visual Question Generation.

Xing Xu, Jingkuan Song, Huimin Lu, Li He, Yang Yang, Fumin Shen

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 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

Proceedings of the Computer Vision - ECCV 2018, 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

Proceedings of the Computer Vision - ECCV 2018, 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

Proceedings of the Computer Vision - ECCV 2018, 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, Ling Shao, Timothy M. Hospedales, Neil Martin Robertson, Yongxin Yang

Proceedings of the Computer Vision - ECCV 2018, 2018

Neural Stereoscopic Image Style Transfer.

Xinyu Gong, Haozhi Huang, Lin Ma, Fumin Shen, Wei Liu, Tong Zhang

Proceedings of the Computer Vision - ECCV 2018, 2018

Discrete Binary Hashing Towards Efficient Fashion Recommendation.

Luyao Liu, Xingzhong Du, Lei Zhu, Fumin Shen, Zi Huang

Proceedings of the Database Systems for Advanced Applications, 2018

Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation.

Luchen Liu, Yang Yang, Mengqiu Hu, Xing Xu, Fumin Shen, Ning Xie, Zi Huang

Proceedings of the Database Systems for Advanced Applications, 2018

Zero-Shot Sketch-Image Hashing.

Yuming Shen, Li Liu, Fumin Shen, Ling Shao

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Structure-Aware 3D Shape Synthesis from Single-View Images.

Xuyang Hu, Fan Zhu, Li Liu, Jin Xie, Jun Tang, Nian Wang, Fumin Shen, Ling Shao

Proceedings of the British Machine Vision Conference 2018, 2018

Discovering and Distinguishing Multiple Visual Senses for Polysemous Words.

Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Pu Huang, Zhenmin Tang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Processing Long Queries Against Short Text: Top-<i>k</i> Advertisement Matching in News Stream Applications.

Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen, Heng Tao Shen

ACM Trans. Inf. Syst., 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 Trans. Multim., 2017

Asymmetric Binary Coding for Image Search.

Fumin Shen, Yang Yang, Li Liu, Wei Liu, Dacheng Tao, Heng Tao Shen

IEEE Trans. Multim., 2017

Discrete Nonnegative Spectral Clustering.

Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen, Xuelong Li

IEEE Trans. Knowl. Data Eng., 2017

Bilinear Optimized Product Quantization for Scalable Visual Content Analysis.

Litao Yu, Zi Huang, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xiaofang Zhou

IEEE Trans. Image Process., 2017

Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval.

Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Xuelong Li

IEEE Trans. Image Process., 2017

Joint Hierarchical Category Structure Learning and Large-Scale Image Classification.

Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, Dacheng Tao

IEEE Trans. Image Process., 2017

Sequential Discrete Hashing for Scalable Cross-Modality Similarity Retrieval.

Li Liu, Zijia Lin, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han

IEEE Trans. Image Process., 2017

Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge.

Mengqiu Hu, Yang Yang, Fumin Shen, Luming Zhang, Heng Tao Shen, Xuelong Li

IEEE Trans. Image Process., 2017

Semi-Paired Discrete Hashing: Learning Latent Hash Codes for Semi-Paired Cross-View Retrieval.

Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yang Yang, Yunhao Yuan, Heng Tao Shen

IEEE Trans. Cybern., 2017

Indexing and mining large-scale neuron databases using maximum inner product search.

Zhongyu Li, Ruogu Fang, Fumin Shen, Amin Katouzian, Shaoting Zhang

Pattern Recognit., 2017

Learning robust and discriminative low-rank representations for face recognition with occlusion.

Guangwei Gao, Jian Yang, Xiao-Yuan Jing, Fumin Shen, Wankou Yang, Dong Yue

Pattern Recognit., 2017

Erratum to: Multi-view feature selection and classification for Alzheimer's Disease Diagnosis.

Mingxing Zhang, Yang Yang, Fumin Shen, Hanwang Zhang, Yuan Wang

Multim. Tools Appl., 2017

Multi-view feature selection and classification for Alzheimer's Disease diagnosis.

Mingxing Zhang, Yang Yang, Fumin Shen, Hanwang Zhang, Yuan Wang

Multim. Tools Appl., 2017

Captioning Videos Using Large-Scale Image Corpus.

Xiao-Yu Du, Yang Yang, Liu Yang, Fumin Shen, Zhiguang Qin, Jinhui Tang

J. Comput. Sci. Technol., 2017

A new web-supervised method for image dataset constructions.

Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Jingsong Xu, Zhenmin Tang

Neurocomputing, 2017

Large-scale image retrieval with supervised sparse hashing.

Yan Xu, Fumin Shen, Xing Xu, Lianli Gao, Yuan Wang, Xiao Tan

Neurocomputing, 2017

Kernel based latent semantic sparse hashing for large-scale retrieval from heterogeneous data sources.

Xiangpeng Li, Lianli Gao, Xing Xu, Jie Shao, Fumin Shen, Jingkuan Song

Neurocomputing, 2017

Supervised hashing with adaptive discrete optimization for multimedia retrieval.

Sixiu Chen, Fumin Shen, Yang Yang, Xing Xu, Jingkuan Song

Neurocomputing, 2017

Towards Automatic Construction of Diverse, High-quality Image Dataset.

Yazhou Yao, Jian Zhang, Fumin Shen, Dongxiang Zhang, Zhenmin Tang, Heng Tao Shen

CoRR, 2017

Refining Image Categorization by Exploiting Web Images and General Corpus.

Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Wankou Yang, Zhenmin Tang

CoRR, 2017

Classification by Retrieval: Binarizing Data and Classifiers.

Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Event Early Embedding: Predicting Event Volume Dynamics at Early Stage.

Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Unifying Multi-Source Social Media Data for Personalized Travel Route Planning.

Gang Hu, Jie Shao, Fumin Shen, Zi Huang, Heng Tao Shen

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval.

Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen

Proceedings of the 2017 ACM on Multimedia Conference, 2017

A System for Spatiotemporal Anomaly Localization in Surveillance Videos.

Huimin Wu, Jie Shao, Xing Xu, Fumin Shen, Heng Tao Shen

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Deep Asymmetric Pairwise Hashing.

Fumin Shen, Xin Gao, Li Liu, Yang Yang, Heng Tao Shen

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Transductive Visual-Semantic Embedding for Zero-shot Learning.

Xing Xu, Fumin Shen, Yang Yang, Jie Shao, Zi Huang

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Attribute hashing for zero-shot image retrieval.

Yahui Xu, Yang Yang, Fumin Shen, Xing Xu, Yuxuan Zhou, Heng Tao Shen

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Robust and real-time deep tracking via multi-scale domain adaptation.

Xinyu Wang, Hanxi Li, Yi Li, Fumin Shen, Fatih Porikli

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Asymmetric sparse hashing.

Xin Gao, Fumin Shen, Yang Yang, Xing Xu, Hanxi Li, Heng Tao Shen

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Unsupervised cross-modal retrieval through adversarial learning.

Li He, Xing Xu, Huimin Lu, Yang Yang, Fumin Shen, Heng Tao Shen

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Exploiting Concept Correlation with Attributes for Semantic Binary Representation Learning.

Haiping Wu, Yang Yang, Xing Xu, Fumin Shen, Ning Xie, Yanli Ji

Proceedings of the Internet Multimedia Computing and Service, 2017

Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning.

Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen, Jingkuan Song

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Zero-Shot Action Recognition with Error-Correcting Output Codes.

Jie Qin, Li Liu, Ling Shao, Fumin Shen, Bingbing Ni, Jiaxin Chen, Yunhong Wang

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Binary Coding for Partial Action Analysis with Limited Observation Ratios.

Jie Qin, Li Liu, Ling Shao, Bingbing Ni, Chen Chen, Fumin Shen, Yunhong Wang

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis.

Yang Long, Li Liu, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Discretely Coding Semantic Rank Orders for Supervised Image Hashing.

Li Liu, Ling Shao, Fumin Shen, Mengyang Yu

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval.

Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Movie Fill in the Blank with Adaptive Temporal Attention and Description Update.

Jie Chen, Jie Shao, Fumin Shen, Chengkun He, Lianli Gao, Heng Tao Shen

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A Deep Approach for Multi-modal User Attribute Modeling.

Xiu Huang, Zihao Yang, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen

Proceedings of the Databases Theory and Applications, 2017

Efficient Supervised Hashing via Exploring Local and Inner Data Structure.

Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li

Proceedings of the Databases Theory and Applications, 2017

Compressed K-Means for Large-Scale Clustering.

Xiao-Bo Shen, Weiwei Liu, Ivor W. Tsang, Fumin Shen, Quan-Sen Sun

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

A Fast Optimization Method for General Binary Code Learning.

Fumin Shen, Xiang Zhou, Yang Yang, Jingkuan Song, Heng Tao Shen, Dacheng Tao

IEEE Trans. Image Process., 2016

Exploiting Spatial Structure from Parts for Adaptive Kernelized Correlation Filter Tracker.

Rui Yao, Shixiong Xia, Fumin Shen, Yong Zhou, Qiang Niu

IEEE Signal Process. Lett., 2016

Robust Cross-view Hashing for Multimedia Retrieval.

Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan, Heng Tao Shen

IEEE Signal Process. Lett., 2016

Active contour evolved by joint probability classification on Riemannian manifold.

Qi Ge, Fumin Shen, Xiao-Yuan Jing, Fei Wu, Shi-Peng Xie, Dong Yue, Haibo Li

Signal Image Video Process., 2016

Face image classification by pooling raw features.

Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang, Heng Tao Shen

Pattern Recognit., 2016

Face recognition using linear representation ensembles.

Hanxi Li, Fumin Shen, Chunhua Shen, Yang Yang, Yongsheng Gao

Pattern Recognit., 2016

Face Recognition Using A Low Rank Representation Based Projections Method.

Zhenyu Wang, Wankou Yang, Fumin Shen

Neural Process. Lett., 2016

Robust regression based face recognition with fast outlier removal.

Fumin Shen, Wankou Yang, Hanxi Li, Hanwang Zhang, Heng Tao Shen

Multim. Tools Appl., 2016

Binary code learning via optimal class representations.

Xiang Zhou, Fumin Shen, Yang Yang, Guangwei Gao, Yuan Wang

Neurocomputing, 2016

L_{2, p}-norm and sample constraint based feature selection and classification for AD diagnosis.

Mingxing Zhang, Yang Yang, Hanwang Zhang, Fumin Shen, Dongxiang Zhang

Neurocomputing, 2016

Binary representation learning in computer vision.

Fumin Shen, Hanwang Zhang, Yang Yang

Neurocomputing, 2016

Face identification with second-order pooling in single-layer networks.

Fumin Shen, Yang Yang, Xiang Zhou, Xianglong Liu, Jie Shao

Neurocomputing, 2016

Spatial and temporal scoring for egocentric video summarization.

Zhao Guo, Lianli Gao, Xiantong Zhen, Fuhao Zou, Fumin Shen, Kai Zheng

Neurocomputing, 2016

Combining multi-representation for multimedia event detection using co-training.

Yi Bin, Yang Yang, Fumin Shen, Xing Xu

Neurocomputing, 2016

Binary Subspace Coding for Query-by-Image Video Retrieval.

Ruicong Xu, Yang Yang, Yadan Luo, Fumin Shen, Zi Huang, Heng Tao Shen

CoRR, 2016

Learning Binary Codes and Binary Weights for Efficient Classification.

Fumin Shen, Yadong Mu, Wei Liu, Yang Yang, Heng Tao Shen

CoRR, 2016

Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering.

Hao Liu, Yang Yang, Fumin Shen, Lixin Duan, Heng Tao Shen

CoRR, 2016

Bidirectional Long-Short Term Memory for Video Description.

Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen

CoRR, 2016

Discrete Collaborative Filtering.

Hanwang Zhang, Fumin Shen, Wei Liu, Xiangnan He, Huanbo Luan, Tat-Seng Chua

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Extracting Visual Knowledge from the Internet: Making Sense of Image Data.

Yazhou Yao, Jian Zhang, Xian-Sheng Hua, Fumin Shen, Zhenmin Tang

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

A Domain Robust Approach For Image Dataset Construction.

Yazhou Yao, Xian-Sheng Hua, Fumin Shen, Jian Zhang, Zhenmin Tang

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Cross-modal Retrieval with Label Completion.

Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Li He, Jingkuan Song

Proceedings of the 2016 ACM Conference on Multimedia Conference, 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

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Bidirectional Long-Short Term Memory for Video Description.

Yi Bin, Yang Yang, Fumin Shen, Xing Xu, Heng Tao Shen

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Zero-Shot Hashing via Transferring Supervised Knowledge.

Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Discriminant Cross-modal Hashing.

Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Maximum inner product search for morphological retrieval of large-scale neuron data.

Zhongyu Li, Fumin Shen, Ruogu Fang, Sailesh Conjeti, Amin Katouzian, Shaoting Zhang

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

A Unified Framework for Discrete Spectral Clustering.

Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Automatic image dataset construction with multiple textual metadata.

Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Jingsong Xu, Zhenmin Tang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Dynamic User Attribute Discovery on Social Media.

Xiu Huang, Yang Yang, Yue Hu, Fumin Shen, Jie Shao

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015

Hashing on Nonlinear Manifolds.

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

IEEE Trans. Image Process., 2015

Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing.

Yang Yang, Fumin Shen, Heng Tao Shen, Hanxi Li, Xuelong Li

IEEE Trans. Big Data, 2015

Kernel Low-Rank Representation for face recognition.

Hoangvu Nguyen, Wankou Yang, Fumin Shen, Changyin Sun

Neurocomputing, 2015

Hashing with Inductive Supervised Learning.

Mingxing Zhang, Fumin Shen, Hanwang Zhang, Ning Xie, Wankou Yang

Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Deep Self-taught Hashing for Image Retrieval.

Ke Zhou, Yu Liu, Jingkuan Song, Linyu Yan, Fuhao Zou, Fumin Shen

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Visual Coding in a Semantic Hierarchy.

Yang Yang, Hanwang Zhang, Mingxing Zhang, Fumin Shen, Xuelong Li

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Multi-view Latent Hashing for Efficient Multimedia Search.

Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Multi-view Semi-supervised Learning for Web Image Annotation.

Mengqiu Hu, Yang Yang, Hanwang Zhang, Fumin Shen, Jie Shao, Fuhao Zou

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Learning Binary Codes for Maximum Inner Product Search.

Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang, Heng Tao Shen

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Supervised Discrete Hashing.

Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Boosting Separability in Semisupervised Learning for Object Classification.

Jingsong Xu, Qiang Wu, Jian Zhang, Fumin Shen, Zhenmin Tang

IEEE Trans. Circuits Syst. Video Technol., 2014

Image classification using local linear regression.

Wankou Yang, Karl Ricanek, Fumin Shen

Neural Comput. Appl., 2014

Fast approximate L_∞ minimization: Speeding up robust regression.

Fumin Shen, Chunhua Shen, Rhys Hill, Anton van den Hengel, Zhenmin Tang

Comput. Stat. Data Anal., 2014

Face Identification with Second-Order Pooling.

Fumin Shen, Chunhua Shen, Heng Tao Shen

CoRR, 2014

Face Image Classification by Pooling Raw Features.

Fumin Shen, Chunhua Shen, Heng Tao Shen

CoRR, 2014

2013

Approximate Least Trimmed Sum of Squares Fitting and Applications in Image Analysis.

Fumin Shen, Chunhua Shen, Anton van den Hengel, Zhenmin Tang

IEEE Trans. Image Process., 2013

Locality constrained representation based classification with spatial pyramid patches.

Fumin Shen, Zhenmin Tang, Jingsong Xu

Neurocomputing, 2013

Fast Approximate L_infty Minimization: Speeding Up Robust Regression

Fumin Shen, Chunhua Shen, Rhys Hill, Anton van den Hengel, Zhenmin Tang

CoRR, 2013

Generic Image Classification Approaches Excel on Face Recognition.

Fumin Shen, Chunhua Shen

CoRR, 2013

Training boosting-like algorithms with semi-supervised subspace learning.

Jingsong Xu, Qiang Wu, Jian Zhang, Fumin Shen, Zhenmin Tang

Proceedings of the IEEE International Conference on Image Processing, 2013

Inductive Hashing on Manifolds.

Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

UBoost: Boosting with the Universum.

Chunhua Shen, Peng Wang, Fumin Shen, Hanzi Wang

IEEE Trans. Pattern Anal. Mach. Intell., 2012