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Journal Articles
- 2024
[j112]Shenshen Li
, Xing Xu, Xun Jiang, Fumin Shen, Xin Liu, Heng Tao Shen:
Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. 34(4): 2959-2972 (2024)- [j111]Xun Jiang, Xing Xu, Zailei Zhou, Yang Yang, Fumin Shen, Heng Tao Shen:
Zero-Shot Video Moment Retrieval With Angular Reconstructive Text Embeddings. IEEE Trans. Multim. 26: 9657-9670 (2024) - [j110]Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen:
SDN: Semantic Decoupling Network for Temporal Language Grounding. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6598-6612 (2024) - [j109]Haonan Luo, Guosheng Lin, Fumin Shen, Xingguo Huang, Yazhou Yao, Hengtao Shen:
Robust-EQA: Robust Learning for Embodied Question Answering With Noisy Labels. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12083-12094 (2024) - [j108]Shenshen Li, Xing Xu, Xun Jiang, Fumin Shen, Zhe Sun, Andrzej Cichocki:
Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 20(6): 165:1-165:22 (2024) - [j107]Xiruo Jiang, Yazhou Yao, Sheng Liu, Fumin Shen, Liqiang Nie, Xian-Sheng Hua:
Dual Dynamic Threshold Adjustment Strategy. ACM Trans. Multim. Comput. Commun. Appl. 20(7): 224:1-224:18 (2024) - [j106]Ziyuan Li, Xing Xu, Fumin Shen, Hua Chen:
CR-FPN: channel relation feature pyramid network for object detection. Wirel. Networks 30(5): 3523-3532 (2024) - 2023
- [j105]Gensheng Pei, Yazhou Yao, Fumin Shen, Dan Huang, Xingguo Huang, Heng Tao Shen:
Hierarchical Co-Attention Propagation Network for Zero-Shot Video Object Segmentation. IEEE Trans. Image Process. 32: 2348-2359 (2023) - [j104]Gensheng Pei, Fumin Shen, Yazhou Yao, Tao Chen, Xian-Sheng Hua, Heng Tao Shen:
Hierarchical Graph Pattern Understanding for Zero-Shot Video Object Segmentation. IEEE Trans. Image Process. 32: 5909-5920 (2023) - [j103]Junzhu Mao, Yazhou Yao, Zeren Sun, Xingguo Huang, Fumin Shen, Heng Tao Shen:
Attention Map Guided Transformer Pruning for Occluded Person Re-Identification on Edge Device. IEEE Trans. Multim. 25: 1592-1599 (2023) - [j102]Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen:
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation. IEEE Trans. Multim. 25: 1727-1737 (2023) - [j101]Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Fumin Shen, Jian Zhang, Xian-Sheng Hua:
Boosting Robust Learning Via Leveraging Reusable Samples in Noisy Web Data. IEEE Trans. Multim. 25: 3284-3295 (2023) - [j100]Chuanyi Zhang, Guosheng Lin, Qiong Wang, Fumin Shen, Yazhou Yao, Zhenmin Tang:
Guided by Meta-Set: A Data-Driven Method for Fine-Grained Visual Recognition. IEEE Trans. Multim. 25: 4691-4703 (2023) - 2022
- [j99]Lu Zeng, Hengxin Li, Tingsong Xiao, Fumin Shen, Zhi Zhong:
Graph convolutional network with sample and feature weights for Alzheimer's disease diagnosis. Inf. Process. Manag. 59(4): 102952 (2022) - [j98]Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Jie Qin, Fumin Shen, Ling Shao:
A Generalized Method for Binary Optimization: Convergence Analysis and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 4524-4543 (2022) - [j97]Yixuan He, Xing Xu, Jingran Zhang, Fumin Shen, Yang Yang, Heng Tao Shen:
Modeling Two-Stream Correspondence for Visual Sound Separation. IEEE Trans. Circuits Syst. Video Technol. 32(5): 3291-3302 (2022) - [j96]Yifeng Zhou, Xing Xu, Fumin Shen, Xiaofeng Zhu, Heng Tao Shen:
Flow-Edge Guided Unsupervised Video Object Segmentation. IEEE Trans. Circuits Syst. Video Technol. 32(12): 8116-8127 (2022) - [j95]Xianda Xu, Xing Xu, Fumin Shen, Yujie Li:
Semantic-Aligned Attention With Refining Feature Embedding for Few-Shot Image Classification. IEEE Trans. Intell. Transp. Syst. 23(12): 25458-25468 (2022) - [j94]Huafeng Liu, Chuanyi Zhang, Yazhou Yao, Xiu-Shen Wei, Fumin Shen, Zhenmin Tang, Jian Zhang:
Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Open-Set Noise and Utilizing Hard Examples. IEEE Trans. Multim. 24: 546-557 (2022) - [j93]Tao Chen, Guo-Sen Xie, Yazhou Yao, Qiong Wang, Fumin Shen, Zhenmin Tang, Jian Zhang:
Semantically Meaningful Class Prototype Learning for One-Shot Image Segmentation. IEEE Trans. Multim. 24: 968-980 (2022) - [j92]Chuanyi Zhang, Qiong Wang, Guo-Sen Xie, Qi Wu, Fumin Shen, Zhenmin Tang:
Robust Learning From Noisy Web Images Via Data Purification for Fine-Grained Recognition. IEEE Trans. Multim. 24: 1198-1209 (2022) - [j91]Gongmian Wang, Xing Xu, Fumin Shen, Huimin Lu, Yanli Ji, Heng Tao Shen:
Cross-Modal Dynamic Networks for Video Moment Retrieval With Text Query. IEEE Trans. Multim. 24: 1221-1232 (2022) - [j90]Zheng Zhang, Xunguang Wang, Guangming Lu, Fumin Shen, Lei Zhu:
Targeted Attack of Deep Hashing Via Prototype-Supervised Adversarial Networks. IEEE Trans. Multim. 24: 3392-3404 (2022) - [j89]Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen:
MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning. IEEE Trans. Neural Networks Learn. Syst. 33(7): 3050-3064 (2022) - 2021
- [j88]Tian Wang, Xing Xu, Fumin Shen, Yang Yang:
A Cognitive Memory-Augmented Network for Visual Anomaly Detection. IEEE CAA J. Autom. Sinica 8(7): 1296-1307 (2021) - [j87]Xing Xu, Jie Li, Yang Yang, Fumin Shen:
Toward Effective Intrusion Detection Using Log-Cosh Conditional Variational Autoencoder. IEEE Internet Things J. 8(8): 6187-6196 (2021) - [j86]Yujie Li, Pengfei Zhang, Xing Xu, Yi Lai, Fumin Shen, Lijiang Chen, Pengxiang Gao:
Few-shot prototype alignment regularization network for document image layout segementation. Pattern Recognit. 115: 107882 (2021) - [j85]Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng:
Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset. IEEE Trans. Circuits Syst. Video Technol. 31(1): 289-300 (2021) - [j84]Cairong Zhao, Yuanpeng Tu, Zhihui Lai, Fumin Shen, Heng Tao Shen, Duoqian Miao:
Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-Identification. IEEE Trans. Image Process. 30: 7776-7789 (2021) - [j83]Heng Tao Shen, Luchen Liu, Yang Yang, Xing Xu, Zi Huang, Fumin Shen, Richang Hong:
Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing. IEEE Trans. Knowl. Data Eng. 33(10): 3351-3365 (2021) - [j82]Yadan Luo, Zi Huang, Yang Li, Fumin Shen, Yang Yang, Peng Cui:
Collaborative Learning for Extremely Low Bit Asymmetric Hashing. IEEE Trans. Knowl. Data Eng. 33(12): 3675-3685 (2021) - [j81]Zheng Zhang, Luyao Liu, Yadan Luo, Zi Huang, Fumin Shen, Heng Tao Shen, Guangming Lu:
Inductive Structure Consistent Hashing via Flexible Semantic Calibration. IEEE Trans. Neural Networks Learn. Syst. 32(10): 4514-4528 (2021) - 2020
- [j80]Yuanbo Ma, Xing Xu, Fumin Shen, Heng Tao Shen:
Similarity preserving feature generating networks for zero-shot learning. Neurocomputing 406: 333-342 (2020) - [j79]Cairong Zhao, Xuekuan Wang, Wangmeng Zuo, Fumin Shen, Ling Shao, Duoqian Miao:
Similarity learning with joint transfer constraints for person re-identification. Pattern Recognit. 97 (2020) - [j78]Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Lei Huang, Mengyang Yu, Heng Tao Shen, Ling Shao:
Deep quantization generative networks. Pattern Recognit. 105: 107338 (2020) - [j77]Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li:
A Survey of Human Action Analysis in HRI Applications. IEEE Trans. Circuits Syst. Video Technol. 30(7): 2114-2128 (2020) - [j76]Xiang Zhou, Fumin Shen, Li Liu, Wei Liu, Liqiang Nie, Yang Yang, Heng Tao Shen:
Graph Convolutional Network Hashing. IEEE Trans. Cybern. 50(4): 1460-1472 (2020) - [j75]Shiyuan He, Bokun Wang, Zheng Wang, Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen:
Bidirectional Discrete Matrix Factorization Hashing for Image Search. IEEE Trans. Cybern. 50(9): 4157-4168 (2020) - [j74]Yanli Ji, Yue Zhan, Yang Yang, Xing Xu, Fumin Shen, Heng Tao Shen:
A Context Knowledge Map Guided Coarse-to-Fine Action Recognition. IEEE Trans. Image Process. 29: 2742-2752 (2020) - [j73]Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen:
Temporal Reasoning Graph for Activity Recognition. IEEE Trans. Image Process. 29: 5491-5506 (2020) - [j72]Yazhou Yao, Jian Zhang, Fumin Shen, Li Liu, Fan Zhu, Dongxiang Zhang, Heng Tao Shen:
Towards Automatic Construction of Diverse, High-Quality Image Datasets. IEEE Trans. Knowl. Data Eng. 32(6): 1199-1211 (2020) - [j71]Yazhou Yao, Fumin Shen, Guo-Sen Xie, Li Liu, Fan Zhu, Jian Zhang, Heng Tao Shen:
Exploiting Web Images for Multi-Output Classification: From Category to Subcategories. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2348-2360 (2020) - [j70]Xing Xu, Tan Wang, Yang Yang, Lin Zuo, Fumin Shen, Heng Tao Shen:
Cross-Modal Attention With Semantic Consistence for Image-Text Matching. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5412-5425 (2020) - 2019
- [j69]Yanli Ji, Yuhan Hu, Yang Yang, Fumin Shen, Heng Tao Shen:
Cross-domain facial expression recognition via an intra-category common feature and inter-category Distinction feature fusion network. Neurocomputing 333: 231-239 (2019) - [j68]Liang Peng, Yang Yang, Yi Bin, Ning Xie, Fumin Shen, Yanli Ji, Xing Xu:
Word-to-region attention network for visual question answering. Multim. Tools Appl. 78(3): 3843-3858 (2019) - [j67]Zheng Zhang, Li Liu, Fumin Shen, Heng Tao Shen, Ling Shao:
Binary Multi-View Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 41(7): 1774-1782 (2019) - [j66]Xing Xu, Xiang Zhou, Fumin Shen, Lianli Gao, Heng Tao Shen, Xuelong Li:
Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition. Signal Process. 164: 354-367 (2019) - [j65]Hanxi Li, Xinyu Wang, Fumin Shen, Yi Li, Fatih Porikli, Mingwen Wang:
Real-Time Deep Tracking via Corrective Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. 29(9): 2600-2612 (2019) - [j64]Chao Ma, Ivor W. Tsang, Fumin Shen, Chuancai Liu:
Error Correcting Input and Output Hashing. IEEE Trans. Cybern. 49(3): 781-791 (2019) - [j63]Yi Bin, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen, Xuelong Li:
Describing Video With Attention-Based Bidirectional LSTM. IEEE Trans. Cybern. 49(7): 2631-2641 (2019) - [j62]Yazhou Yao, Fumin Shen, Jian Zhang, Li Liu, Zhenmin Tang, Ling Shao:
Extracting Privileged Information for Enhancing Classifier Learning. IEEE Trans. Image Process. 28(1): 436-450 (2019) - [j61]Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Richang Hong, Heng Tao Shen:
Collective Reconstructive Embeddings for Cross-Modal Hashing. IEEE Trans. Image Process. 28(6): 2770-2784 (2019) - [j60]Fumin Shen, Xiang Zhou, Jun Yu, Yang Yang, Li Liu, Heng Tao Shen:
Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings. IEEE Trans. Image Process. 28(7): 3662-3674 (2019) - [j59]Yazhou Yao, Fumin Shen, Jian Zhang, Li Liu, Zhenmin Tang, Ling Shao:
Extracting Multiple Visual Senses for Web Learning. IEEE Trans. Multim. 21(1): 184-196 (2019) - [j58]Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen:
Embedding and predicting the event at early stage. World Wide Web 22(3): 1055-1074 (2019) - 2018
- [j57]Luyao Liu, Xingzhong Du, Lei Zhu, Fumin Shen, Zi Huang:
Learning Discrete Hashing Towards Efficient Fashion Recommendation. Data Sci. Eng. 3(4): 307-322 (2018) - [j56]Minxian Li, Fumin Shen, Jingya Wang, Chao Guan, Jinhui Tang:
Person re-identification with activity prediction based on hierarchical spatial-temporal model. Neurocomputing 275: 1200-1207 (2018) - [j55]Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li:
Learning binary codes with local and inner data structure. Neurocomputing 282: 32-41 (2018) - [j54]Xiaobo Shen, Yunhao Yuan, Fumin Shen, Yang Xu, Quan-Sen Sun:
A novel multi-view dimensionality reduction and recognition framework with applications to face recognition. J. Vis. Commun. Image Represent. 53: 161-170 (2018) - [j53]Liangfu Cao, Lianli Gao, Jingkuan Song, Fumin Shen, Yuan Wang:
Multiple hierarchical deep hashing for large scale image retrieval. Multim. Tools Appl. 77(9): 10471-10484 (2018) - [j52]Xing Xu, Haiping Wu, Yang Yang, Fumin Shen, Ning Xie, Yanli Ji:
Semantic binary coding for visual recognition via joint concept-attribute modelling. Multim. Tools Appl. 77(17): 22185-22198 (2018) - [j51]Yang Long, Li Liu, Fumin Shen, Ling Shao, Xuelong Li:
Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation. IEEE Trans. Pattern Anal. Mach. Intell. 40(10): 2498-2512 (2018) - [j50]Fumin Shen, Yan Xu, Li Liu, Yang Yang, Zi Huang, Heng Tao Shen:
Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 40(12): 3034-3044 (2018) - [j49]Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen:
Robust discrete code modeling for supervised hashing. Pattern Recognit. 75: 128-135 (2018) - [j48]Teng Long, Xing Xu, Fumin Shen, Li Liu, Ning Xie, Yang Yang:
Zero-shot learning via discriminative representation extraction. Pattern Recognit. Lett. 109: 27-34 (2018) - [j47]Mingxing Zhang, Yang Yang, Yanli Ji, Ning Xie, Fumin Shen:
Recurrent attention network using spatial-temporal relations for action recognition. Signal Process. 145: 137-145 (2018) - [j46]Huimin Wu, Jie Shao, Xing Xu, Yanli Ji, Fumin Shen, Heng Tao Shen:
Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features. IEEE Trans. Hum. Mach. Syst. 48(3): 304-310 (2018) - [j45]Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen:
Hashing with Angular Reconstructive Embeddings. IEEE Trans. Image Process. 27(2): 545-555 (2018) - [j44]Zhihui Lai, Yudong Chen, Jian Wu, Wai Keung Wong, Fumin Shen:
Jointly Sparse Hashing for Image Retrieval. IEEE Trans. Image Process. 27(12): 6147-6158 (2018) - [j43]Xiaobo Shen, Fumin Shen, Li Liu, Yunhao Yuan, Weiwei Liu, Quan-Sen Sun:
Multiview Discrete Hashing for Scalable Multimedia Search. ACM Trans. Intell. Syst. Technol. 9(5): 53:1-53:21 (2018) - 2017
- [j42]Yan Xu, Fumin Shen, Xing Xu, Lianli Gao, Yuan Wang, Xiao Tan:
Large-scale image retrieval with supervised sparse hashing. Neurocomputing 229: 45-53 (2017) - [j41]Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Jingsong Xu, Zhenmin Tang:
A new web-supervised method for image dataset constructions. Neurocomputing 236: 23-31 (2017) - [j40]Xiangpeng Li, Lianli Gao, Xing Xu, Jie Shao, Fumin Shen, Jingkuan Song:
Kernel based latent semantic sparse hashing for large-scale retrieval from heterogeneous data sources. Neurocomputing 253: 89-96 (2017) - [j39]Sixiu Chen, Fumin Shen, Yang Yang, Xing Xu, Jingkuan Song:
Supervised hashing with adaptive discrete optimization for multimedia retrieval. Neurocomputing 253: 97-103 (2017) - [j38]Xiao-Yu Du, Yang Yang, Liu Yang, Fumin Shen, Zhiguang Qin, Jinhui Tang:
Captioning Videos Using Large-Scale Image Corpus. J. Comput. Sci. Technol. 32(3): 480-493 (2017) - [j37]Mingxing Zhang, Yang Yang, Fumin Shen, Hanwang Zhang, Yuan Wang:
Multi-view feature selection and classification for Alzheimer's Disease diagnosis. Multim. Tools Appl. 76(8): 10761-10775 (2017) - [j36]Mingxing Zhang, Yang Yang, Fumin Shen, Hanwang Zhang, Yuan Wang:
Erratum to: Multi-view feature selection and classification for Alzheimer's Disease Diagnosis. Multim. Tools Appl. 76(8): 10777-10778 (2017) - [j35]Zhongyu Li, Ruogu Fang, Fumin Shen, Amin Katouzian, Shaoting Zhang:
Indexing and mining large-scale neuron databases using maximum inner product search. Pattern Recognit. 63: 680-688 (2017) - [j34]Guangwei Gao, Jian Yang, Xiao-Yuan Jing, Fumin Shen, Wankou Yang, Dong Yue:
Learning robust and discriminative low-rank representations for face recognition with occlusion. Pattern Recognit. 66: 129-143 (2017) - [j33]Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yang Yang, Yunhao Yuan, Heng Tao Shen:
Semi-Paired Discrete Hashing: Learning Latent Hash Codes for Semi-Paired Cross-View Retrieval. IEEE Trans. Cybern. 47(12): 4275-4288 (2017) - [j32]Li Liu, Zijia Lin, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han:
Sequential Discrete Hashing for Scalable Cross-Modality Similarity Retrieval. IEEE Trans. Image Process. 26(1): 107-118 (2017) - [j31]Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Xuelong Li:
Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval. IEEE Trans. Image Process. 26(5): 2494-2507 (2017) - [j30]Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, Dacheng Tao:
Joint Hierarchical Category Structure Learning and Large-Scale Image Classification. IEEE Trans. Image Process. 26(9): 4331-4346 (2017) - [j29]Mengqiu Hu, Yang Yang, Fumin Shen, Luming Zhang, Heng Tao Shen, Xuelong Li:
Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge. IEEE Trans. Image Process. 26(10): 4871-4884 (2017) - [j28]Litao Yu, Zi Huang, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xiaofang Zhou:
Bilinear Optimized Product Quantization for Scalable Visual Content Analysis. IEEE Trans. Image Process. 26(10): 5057-5069 (2017) - [j27]Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen, Xuelong Li:
Discrete Nonnegative Spectral Clustering. IEEE Trans. Knowl. Data Eng. 29(9): 1834-1845 (2017) - [j26]Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Jingsong Xu, Zhenmin Tang:
Exploiting Web Images for Dataset Construction: A Domain Robust Approach. IEEE Trans. Multim. 19(8): 1771-1784 (2017) - [j25]Fumin Shen, Yang Yang, Li Liu, Wei Liu, Dacheng Tao, Heng Tao Shen:
Asymmetric Binary Coding for Image Search. IEEE Trans. Multim. 19(9): 2022-2032 (2017) - [j24]Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen, Heng Tao Shen:
Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications. ACM Trans. Inf. Syst. 35(3): 28:1-28:27 (2017) - 2016
- [j23]Fumin Shen, Yang Yang, Xiang Zhou, Xianglong Liu, Jie Shao:
Face identification with second-order pooling in single-layer networks. Neurocomputing 187: 11-18 (2016) - [j22]Mingxing Zhang, Yang Yang, Hanwang Zhang, Fumin Shen, Dongxiang Zhang:
L2, p-norm and sample constraint based feature selection and classification for AD diagnosis. Neurocomputing 195: 104-111 (2016) - [j21]Xiang Zhou, Fumin Shen, Yang Yang, Guangwei Gao, Yuan Wang:
Binary code learning via optimal class representations. Neurocomputing 208: 59-65 (2016) - [j20]Zhao Guo, Lianli Gao, Xiantong Zhen, Fuhao Zou, Fumin Shen, Kai Zheng:
Spatial and temporal scoring for egocentric video summarization. Neurocomputing 208: 299-308 (2016) - [j19]Fumin Shen, Hanwang Zhang, Yang Yang:
Binary representation learning in computer vision. Neurocomputing 213: 1-4 (2016) - [j18]Yi Bin, Yang Yang, Fumin Shen, Xing Xu:
Combining multi-representation for multimedia event detection using co-training. Neurocomputing 217: 11-18 (2016) - [j17]Fumin Shen, Wankou Yang, Hanxi Li, Hanwang Zhang, Heng Tao Shen:
Robust regression based face recognition with fast outlier removal. Multim. Tools Appl. 75(20): 12535-12546 (2016) - [j16]Zhenyu Wang, Wankou Yang, Fumin Shen:
Face Recognition Using A Low Rank Representation Based Projections Method. Neural Process. Lett. 43(3): 823-835 (2016) - [j15]Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang, Heng Tao Shen:
Face image classification by pooling raw features. Pattern Recognit. 54: 94-103 (2016) - [j14]Hanxi Li, Fumin Shen, Chunhua Shen, Yang Yang, Yongsheng Gao:
Face recognition using linear representation ensembles. Pattern Recognit. 59: 72-87 (2016) - [j13]Qi Ge, Fumin Shen, Xiao-Yuan Jing, Fei Wu, Shi-Peng Xie, Dong Yue, Haibo Li:
Active contour evolved by joint probability classification on Riemannian manifold. Signal Image Video Process. 10(7): 1257-1264 (2016) - [j12]Rui Yao, Shixiong Xia, Fumin Shen, Yong Zhou, Qiang Niu:
Exploiting Spatial Structure from Parts for Adaptive Kernelized Correlation Filter Tracker. IEEE Signal Process. Lett. 23(5): 658-662 (2016) - [j11]Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan, Heng Tao Shen:
Robust Cross-view Hashing for Multimedia Retrieval. IEEE Signal Process. Lett. 23(6): 893-897 (2016) - [j10]Fumin Shen, Xiang Zhou, Yang Yang, Jingkuan Song, Heng Tao Shen, Dacheng Tao:
A Fast Optimization Method for General Binary Code Learning. IEEE Trans. Image Process. 25(12): 5610-5621 (2016) - 2015
- [j9]Hoangvu Nguyen, Wankou Yang, Fumin Shen, Changyin Sun:
Kernel Low-Rank Representation for face recognition. Neurocomputing 155: 32-42 (2015) - [j8]Yang Yang, Fumin Shen, Heng Tao Shen, Hanxi Li, Xuelong Li:
Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing. IEEE Trans. Big Data 1(4): 162-171 (2015) - [j7]Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen:
Hashing on Nonlinear Manifolds. IEEE Trans. Image Process. 24(6): 1839-1851 (2015) - 2014
- [j6]Fumin Shen, Chunhua Shen, Rhys Hill, Anton van den Hengel, Zhenmin Tang:
Fast approximate L∞ minimization: Speeding up robust regression. Comput. Stat. Data Anal. 77: 25-37 (2014) - [j5]Wankou Yang, Karl Ricanek, Fumin Shen:
Image classification using local linear regression. Neural Comput. Appl. 25(7-8): 1913-1920 (2014) - [j4]Jingsong Xu, Qiang Wu, Jian Zhang, Fumin Shen, Zhenmin Tang:
Boosting Separability in Semisupervised Learning for Object Classification. IEEE Trans. Circuits Syst. Video Technol. 24(7): 1197-1208 (2014) - 2013
- [j3]Fumin Shen, Zhenmin Tang, Jingsong Xu:
Locality constrained representation based classification with spatial pyramid patches. Neurocomputing 101: 104-115 (2013) - [j2]Fumin Shen, Chunhua Shen, Anton van den Hengel, Zhenmin Tang:
Approximate Least Trimmed Sum of Squares Fitting and Applications in Image Analysis. IEEE Trans. Image Process. 22(5): 1836-1847 (2013) - 2012
- [j1]Chunhua Shen, Peng Wang, Fumin Shen, Hanzi Wang:
UBoost: Boosting with the Universum. IEEE Trans. Pattern Anal. Mach. Intell. 34(4): 825-832 (2012)
Conference and Workshop Papers
- 2024
- [c112]Shenshen Li, Chen He, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen:
Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval. AAAI 2024: 3172-3180 - [c111]Zixian Gao, Xun Jiang, Xing Xu, Fumin Shen, Yujie Li, Heng Tao Shen:
Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion. CVPR 2024: 26866-26875 - [c110]Chen He, Shenshen Li, Zheng Wang, Fumin Shen, Yang Yang, Xing Xu:
Diverse Embedding Modeling with Adaptive Noise Filter for Text-based Person Retrieval. ICME 2024: 1-6 - [c109]Liqing Zhu, Xun Jiang, Fumin Shen, Guoqing Wang, Yang Yang, Xing Xu:
Temporal Self-Paced Proposal Learning for Weakly-Supervised Video Moment Retrieval and Highlight Detection. ICME 2024: 1-6 - [c108]Zhuoyuan Wei, Xun Jiang, Zheng Wang, Fumin Shen, Xing Xu:
PTAN: Principal Token-aware Adjacent Network for Compositional Temporal Grounding. ICMR 2024: 618-627 - 2023
- [c107]Jun Xie, Yixuan Zhou, Xing Xu, Guoqing Wang, Fumin Shen, Yang Yang:
Region-Aware Semantic Consistency for Unsupervised Domain-Adaptive Semantic Segmentation. ICME 2023: 90-95 - [c106]Xun Jiang, Zhiguo Chen, Xing Xu, Fumin Shen, Zuo Cao, Xunliang Cai:
Progressive Event Alignment Network for Partial Relevant Video Retrieval. ICME 2023: 1973-1978 - [c105]Shenshen Li, Xing Xu, Fumin Shen, Yang Yang:
Multi-granularity Separation Network for Text-Based Person Retrieval with Bidirectional Refinement Regularization. ICMR 2023: 307-315 - [c104]Jialin Tian, Xing Xu, Zuo Cao, Gong Zhang, Fumin Shen, Yang Yang:
Zero-shot Sketch-based Image Retrieval with Adaptive Balanced Discriminability and Generalizability. ICMR 2023: 407-415 - [c103]Shenshen Li, Xing Xu, Yang Yang, Fumin Shen, Yijun Mo, Yujie Li, Heng Tao Shen:
DCEL: Deep Cross-modal Evidential Learning for Text-Based Person Retrieval. ACM Multimedia 2023: 6292-6300 - 2022
- [c102]Jialin Tian, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen:
TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval. AAAI 2022: 2370-2378 - [c101]Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen:
Semi-supervised Video Paragraph Grounding with Contrastive Encoder. CVPR 2022: 2456-2465 - [c100]Zeren Sun, Fumin Shen, Dan Huang, Qiong Wang, Xiangbo Shu, Yazhou Yao, Jinhui Tang:
PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction. CVPR 2022: 5301-5310 - [c99]Gensheng Pei, Fumin Shen, Yazhou Yao, Guo-Sen Xie, Zhenmin Tang, Jinhui Tang:
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation. ECCV (34) 2022: 596-613 - [c98]Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Xunliang Cai:
GTLR: Graph-Based Transformer with Language Reconstruction for Video Paragraph Grounding. ICME 2022: 1-6 - [c97]Siyuan Li, Guangji Huang, Xing Xu, Yang Yang, Fumin Shen:
Accelerated Sign Hunter: A Sign-based Black-box Attack via Branch-Prune Strategy and Stabilized Hierarchical Search. ICMR 2022: 462-470 - [c96]Yiran Zhu, Guangji Huang, Xing Xu, Yanli Ji, Fumin Shen:
Selective Hypergraph Convolutional Networks for Skeleton-based Action Recognition. ICMR 2022: 518-526 - [c95]Xun Jiang, Xing Xu, Zhiguo Chen, Jingran Zhang, Jingkuan Song, Fumin Shen, Huimin Lu, Heng Tao Shen:
DHHN: Dual Hierarchical Hybrid Network for Weakly-Supervised Audio-Visual Video Parsing. ACM Multimedia 2022: 719-727 - [c94]Jialin Tian, Kai Wang, Xing Xu, Zuo Cao, Fumin Shen, Heng Tao Shen:
Multimodal Disentanglement Variational AutoEncoders for Zero-Shot Cross-Modal Retrieval. SIGIR 2022: 960-969 - 2021
- [c93]Jingran Zhang, Xing Xu, Fumin Shen, Huimin Lu, Xin Liu, Heng Tao Shen:
Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning. AAAI 2021: 3351-3359 - [c92]Yazhou Yao, Tao Chen, Guo-Sen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang:
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation. CVPR 2021: 2623-2632 - [c91]Yazhou Yao, Zeren Sun, Chuanyi Zhang, Fumin Shen, Qi Wu, Jian Zhang, Zhenmin Tang:
Jo-SRC: A Contrastive Approach for Combating Noisy Labels. CVPR 2021: 5192-5201 - [c90]Xunguang Wang, Zheng Zhang, Baoyuan Wu, Fumin Shen, Guangming Lu:
Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing. CVPR 2021: 16357-16366 - [c89]Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen:
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach. ICCV 2021: 10582-10591 - [c88]Ni Wang, Zheng Wang, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen:
Attention-Based Relation Reasoning Network for Video-Text Retrieval. ICME 2021: 1-6 - [c87]Yiran Zhu, Xing Xu, Yanli Ji, Fumin Shen, Heng Tao Shen, Huimin Lu:
Graph Convolutional Hourglass Networks for Skeleton-Based Action Recognition. ICME 2021: 1-6 - [c86]Yiran Zhu, Xing Xu, Fumin Shen, Yanli Ji, Lianli Gao, Heng Tao Shen:
PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation. IJCAI 2021: 1359-1365 - [c85]Jiao Li, Jialiang Sun, Xing Xu, Wei Yu, Fumin Shen:
Cross-Modal Image-Recipe Retrieval via Intra- and Inter-Modality Hybrid Fusion. ICMR 2021: 173-182 - [c84]Yifan Ren, Xing Xu, Fumin Shen, Zheng Wang, Yang Yang, Heng Tao Shen:
Multi-scale Dynamic Network for Temporal Action Detection. ICMR 2021: 267-275 - [c83]Tianhao Fu, Yingying Li, Xiaoqing Ye, Xiao Tan, Hao Sun, Fumin Shen, Errui Ding:
Lifting the Veil of Frequency in Joint Segmentation and Depth Estimation. ACM Multimedia 2021: 944-952 - [c82]Zhi Chen, Xiaoqing Ye, Liang Du, Wei Yang, Liusheng Huang, Xiao Tan, Zhenbo Shi, Fumin Shen, Errui Ding:
AggNet for Self-supervised Monocular Depth Estimation: Go An Aggressive Step Furthe. ACM Multimedia 2021: 1526-1534 - [c81]Cairong Zhao, Shuyang Feng, Brian Nlong Zhao, Zhijun Ding, Jun Wu, Fumin Shen, Heng Tao Shen:
Scene Text Image Super-Resolution via Parallelly Contextual Attention Network. ACM Multimedia 2021: 2908-2917 - [c80]Jingran Zhang, Xing Xu, Fumin Shen, Yazhou Yao, Jie Shao, Xiaofeng Zhu:
Video Representation Learning with Graph Contrastive Augmentation. ACM Multimedia 2021: 3043-3051 - [c79]Yifan Ren, Xing Xu, Fumin Shen, Yazhou Yao, Huimin Lu:
CAA: Candidate-Aware Aggregation for Temporal Action Detection. ACM Multimedia 2021: 4930-4938 - [c78]Jialin Tian, Xing Xu, Zheng Wang, Fumin Shen, Xin Liu:
Relationship-Preserving Knowledge Distillation for Zero-Shot Sketch Based Image Retrieval. ACM Multimedia 2021: 5473-5481 - [c77]Jiao Li, Xing Xu, Wei Yu, Fumin Shen, Zuo Cao, Kai Zuo, Heng Tao Shen:
Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval. SIGIR 2021: 244-254 - 2020
- [c76]Chuanyi Zhang, Yazhou Yao, Huafeng Liu, Guo-Sen Xie, Xiangbo Shu, Tianfei Zhou, Zheng Zhang, Fumin Shen, Zhenmin Tang:
Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification. AAAI 2020: 12781-12788 - [c75]Yuming Shen, Jie Qin, Jiaxin Chen, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao:
Auto-Encoding Twin-Bottleneck Hashing. CVPR 2020: 2815-2824 - [c74]Xing Xu, Jiefu Chen, Jinhui Xiao, Lianli Gao, Fumin Shen, Heng Tao Shen:
What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images. CVPR 2020: 12301-12311 - [c73]Jiawen Zhu, Xing Xu, Fumin Shen, Roy Ka-Wei Lee, Zheng Wang, Heng Tao Shen:
Ocean: A Dual Learning Approach For Generalized Zero-Shot Sketch-Based Image Retrieval. ICME 2020: 1-6 - [c72]Yifeng Zhou, Xing Xu, Fumin Shen, Lianli Gao, Huimin Lu, Heng Tao Shen:
Temporal Denoising Mask Synthesis Network for Learning Blind Video Temporal Consistency. ACM Multimedia 2020: 475-483 - [c71]Jiemi Bai, Yazhou Yao, Qiong Wang, Yichao Zhou, Wankou Yang, Fumin Shen:
Multi-model Network for Fine-Grained Cross-Media Retrieval. PRCV (2) 2020: 187-199 - 2019
- [c70]Jiaxin Chen, Jie Qin, Li Liu, Fan Zhu, Fumin Shen, Jin Xie, Ling Shao:
Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing. CVPR 2019: 791-800 - [c69]Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu:
Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables. CVPR 2019: 4135-4144 - [c68]Zhen Wei, Jingyi Zhang, Li Liu, Fan Zhu, Fumin Shen, Yi Zhou, Si Liu, Yao Sun, Ling Shao:
Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling. CVPR 2019: 7115-7123 - [c67]Shengju Qian, Kwan-Yee Lin, Wayne Wu, Yangxiaokang Liu, Quan Wang, Fumin Shen, Chen Qian, Ran He:
Make a Face: Towards Arbitrary High Fidelity Face Manipulation. ICCV 2019: 10032-10041 - [c66]Yazhou Yao, Zeren Sun, Fumin Shen, Li Liu, Limin Wang, Fan Zhu, Lizhong Ding, Gangshan Wu, Ling Shao:
Dynamically Visual Disambiguation of Keyword-based Image Search. IJCAI 2019: 996-1002 - [c65]Jingyi Zhang, Zhen Wei, Ionut Cosmin Duta, Fumin Shen, Li Liu, Fan Zhu, Xing Xu, Ling Shao, Heng Tao Shen:
Generative Reconstructive Hashing for Incomplete Video Analysis. ACM Multimedia 2019: 845-854 - [c64]Qidi Xu, Haocheng Xu, Weilong Chen, Chaojun Han, Haoyang Li, Wenxin Tan, Fumin Shen, Heng Tao Shen:
Time-aware Session Embedding for Click-Through-Rate Prediction. ACM Multimedia 2019: 2617-2621 - 2018
- [c63]Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Pu Huang, Zhenmin Tang:
Discovering and Distinguishing Multiple Visual Senses for Polysemous Words. AAAI 2018: 523-530 - [c62]Xuyang Hu, Fan Zhu, Li Liu, Jin Xie, Jun Tang, Nian Wang, Fumin Shen, Ling Shao:
Structure-Aware 3D Shape Synthesis from Single-View Images. BMVC 2018: 230 - [c61]Yuming Shen, Li Liu, Fumin Shen, Ling Shao:
Zero-Shot Sketch-Image Hashing. CVPR 2018: 3598-3607 - [c60]Luyao Liu, Xingzhong Du, Lei Zhu, Fumin Shen, Zi Huang:
Discrete Binary Hashing Towards Efficient Fashion Recommendation. DASFAA (1) 2018: 116-132 - [c59]Luchen Liu, Yang Yang, Mengqiu Hu, Xing Xu, Fumin Shen, Ning Xie, Zi Huang:
Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation. DASFAA (2) 2018: 606-621 - [c58]Xinyu Gong, Haozhi Huang, Lin Ma, Fumin Shen, Wei Liu, Tong Zhang:
Neural Stereoscopic Image Style Transfer. ECCV (5) 2018: 56-71 - [c57]Guosheng Hu, Li Liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, Ling Shao, Timothy M. Hospedales, Neil Martin Robertson, Yongxin Yang:
Deep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States. ECCV (12) 2018: 106-123 - [c56]Jingyi Zhang, Fumin Shen, Li Liu, Fan Zhu, Mengyang Yu, Ling Shao, Heng Tao Shen, Luc Van Gool:
Generative Domain-Migration Hashing for Sketch-to-Image Retrieval. ECCV (2) 2018: 304-321 - [c55]Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Jie Qin, Ling Shao, Heng Tao Shen:
TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights. ECCV (2) 2018: 322-339 - [c54]Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen:
Highly-Economized Multi-view Binary Compression for Scalable Image Clustering. ECCV (12) 2018: 731-748 - [c53]Xing Xu, Jingkuan Song, Huimin Lu, Li He, Yang Yang, Fumin Shen:
Dual Learning for Visual Question Generation. ICME 2018: 1-6 - [c52]Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Xian-Sheng Hua, Zhenmin Tang:
Extracting Privileged Information from Untagged Corpora for Classifier Learning. IJCAI 2018: 1085-1091 - [c51]Xing Xu, Jingkuan Song, Huimin Lu, Yang Yang, Fumin Shen, Zi Huang:
Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval. ICMR 2018: 46-54 - [c50]Fan Zhu, Li Liu, Jin Xie, Fumin Shen, Ling Shao, Yi Fang:
Learning to Synthesize 3D Indoor Scenes from Monocular Images. ACM Multimedia 2018: 501-509 - [c49]Chaojun Han, Fumin Shen, Li Liu, Yang Yang, Heng Tao Shen:
Visual Spatial Attention Network for Relationship Detection. ACM Multimedia 2018: 510-518 - [c48]Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng:
A Large-scale RGB-D Database for Arbitrary-view Human Action Recognition. ACM Multimedia 2018: 1510-1518 - [c47]Teng Long, Xing Xu, Youyou Li, Fumin Shen, Jingkuan Song, Heng Tao Shen:
Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning. ACM Multimedia 2018: 1802-1810 - [c46]Chenlu Liu, Xing Xu, Yang Yang, Huimin Lu, Fumin Shen, Yanli Ji:
Domain Invariant Subspace Learning for Cross-Modal Retrieval. MMM (2) 2018: 94-105 - [c45]Wenjie Wang, Minlie Huang, Xin-Shun Xu, Fumin Shen, Liqiang Nie:
Chat More: Deepening and Widening the Chatting Topic via A Deep Model. SIGIR 2018: 255-264 - [c44]Qidi Xu, Fumin Shen, Li Liu, Heng Tao Shen:
GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder. SIGIR 2018: 981-984 - 2017
- [c43]Xiao-Bo Shen, Weiwei Liu, Ivor W. Tsang, Fumin Shen, Quan-Sen Sun:
Compressed K-Means for Large-Scale Clustering. AAAI 2017: 2527-2533 - [c42]Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li:
Efficient Supervised Hashing via Exploring Local and Inner Data Structure. ADC 2017: 98-109 - [c41]Xiu Huang, Zihao Yang, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen:
A Deep Approach for Multi-modal User Attribute Modeling. ADC 2017: 217-230 - [c40]Jie Chen, Jie Shao, Fumin Shen, Chengkun He, Lianli Gao, Heng Tao Shen:
Movie Fill in the Blank with Adaptive Temporal Attention and Description Update. CIKM 2017: 1039-1048 - [c39]Jie Qin, Li Liu, Ling Shao, Fumin Shen, Bingbing Ni, Jiaxin Chen, Yunhong Wang:
Zero-Shot Action Recognition with Error-Correcting Output Codes. CVPR 2017: 1042-1051 - [c38]Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen, Jingkuan Song:
Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning. CVPR 2017: 2007-2016 - [c37]Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao:
Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval. CVPR 2017: 2298-2307 - [c36]Li Liu, Ling Shao, Fumin Shen, Mengyang Yu:
Discretely Coding Semantic Rank Orders for Supervised Image Hashing. CVPR 2017: 5140-5149 - [c35]Yang Long, Li Liu, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han:
From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis. CVPR 2017: 6165-6174 - [c34]Jie Qin, Li Liu, Ling Shao, Bingbing Ni, Chen Chen, Fumin Shen, Yunhong Wang:
Binary Coding for Partial Action Analysis with Limited Observation Ratios. CVPR 2017: 6728-6737 - [c33]Haiping Wu, Yang Yang, Xing Xu, Fumin Shen, Ning Xie, Yanli Ji:
Exploiting Concept Correlation with Attributes for Semantic Binary Representation Learning. ICIMCS 2017: 171-179 - [c32]Xin Gao, Fumin Shen, Yang Yang, Xing Xu, Hanxi Li, Heng Tao Shen:
Asymmetric sparse hashing. ICME 2017: 127-132 - [c31]Yahui Xu, Yang Yang, Fumin Shen, Xing Xu, Yuxuan Zhou, Heng Tao Shen:
Attribute hashing for zero-shot image retrieval. ICME 2017: 133-138 - [c30]Li He, Xing Xu, Huimin Lu, Yang Yang, Fumin Shen, Heng Tao Shen:
Unsupervised cross-modal retrieval through adversarial learning. ICME 2017: 1153-1158 - [c29]Xinyu Wang, Hanxi Li, Yi Li, Fumin Shen, Fatih Porikli:
Robust and real-time deep tracking via multi-scale domain adaptation. ICME 2017: 1338-1343 - [c28]Xing Xu, Fumin Shen, Yang Yang, Jie Shao, Zi Huang:
Transductive Visual-Semantic Embedding for Zero-shot Learning. ICMR 2017: 41-49 - [c27]Huimin Wu, Jie Shao, Xing Xu, Fumin Shen, Heng Tao Shen:
A System for Spatiotemporal Anomaly Localization in Surveillance Videos. ACM Multimedia 2017: 1225-1226 - [c26]Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen:
Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval. ACM Multimedia 2017: 1354-1362 - [c25]Fumin Shen, Xin Gao, Li Liu, Yang Yang, Heng Tao Shen:
Deep Asymmetric Pairwise Hashing. ACM Multimedia 2017: 1522-1530 - [c24]Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen:
Classification by Retrieval: Binarizing Data and Classifiers. SIGIR 2017: 595-604 - [c23]Gang Hu, Jie Shao, Fumin Shen, Zi Huang, Heng Tao Shen:
Unifying Multi-Source Social Media Data for Personalized Travel Route Planning. SIGIR 2017: 893-896 - [c22]Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen:
Event Early Embedding: Predicting Event Volume Dynamics at Early Stage. SIGIR 2017: 997-1000 - 2016
- [c21]Xiu Huang, Yang Yang, Yue Hu, Fumin Shen, Jie Shao:
Dynamic User Attribute Discovery on Social Media. APWeb (1) 2016: 256-267 - [c20]Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Jingsong Xu, Zhenmin Tang:
Automatic image dataset construction with multiple textual metadata. ICME 2016: 1-6 - [c19]Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen:
A Unified Framework for Discrete Spectral Clustering. IJCAI 2016: 2273-2279 - [c18]Zhongyu Li, Fumin Shen, Ruogu Fang, Sailesh Conjeti, Amin Katouzian, Shaoting Zhang:
Maximum inner product search for morphological retrieval of large-scale neuron data. ISBI 2016: 602-606 - [c17]Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen:
Discriminant Cross-modal Hashing. ICMR 2016: 305-308 - [c16]Yazhou Yao, Xian-Sheng Hua, Fumin Shen, Jian Zhang, Zhenmin Tang:
A Domain Robust Approach For Image Dataset Construction. ACM Multimedia 2016: 212-216 - [c15]Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Li He, Jingkuan Song:
Cross-modal Retrieval with Label Completion. ACM Multimedia 2016: 302-306 - [c14]Yi Bin, Yang Yang, Fumin Shen, Xing Xu, Heng Tao Shen:
Bidirectional Long-Short Term Memory for Video Description. ACM Multimedia 2016: 436-440 - [c13]Jingkuan Song, Lianli Gao, Mihai Marian Puscas, Feiping Nie, Fumin Shen, Nicu Sebe:
Joint Graph Learning and Video Segmentation via Multiple Cues and Topology Calibration. ACM Multimedia 2016: 831-840 - [c12]Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen:
Zero-Shot Hashing via Transferring Supervised Knowledge. ACM Multimedia 2016: 1286-1295 - [c11]Yazhou Yao, Jian Zhang, Xian-Sheng Hua, Fumin Shen, Zhenmin Tang:
Extracting Visual Knowledge from the Internet: Making Sense of Image Data. MMM (1) 2016: 862-873 - [c10]Hanwang Zhang, Fumin Shen, Wei Liu, Xiangnan He, Huanbo Luan, Tat-Seng Chua:
Discrete Collaborative Filtering. SIGIR 2016: 325-334 - 2015
- [c9]Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen:
Supervised Discrete Hashing. CVPR 2015: 37-45 - [c8]Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang, Heng Tao Shen:
Learning Binary Codes for Maximum Inner Product Search. ICCV 2015: 4148-4156 - [c7]Yang Yang, Hanwang Zhang, Mingxing Zhang, Fumin Shen, Xuelong Li:
Visual Coding in a Semantic Hierarchy. ACM Multimedia 2015: 59-68 - [c6]Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan:
Multi-view Latent Hashing for Efficient Multimedia Search. ACM Multimedia 2015: 831-834 - [c5]Mengqiu Hu, Yang Yang, Hanwang Zhang, Fumin Shen, Jie Shao, Fuhao Zou:
Multi-view Semi-supervised Learning for Web Image Annotation. ACM Multimedia 2015: 947-950 - [c4]Ke Zhou, Yu Liu, Jingkuan Song, Linyu Yan, Fuhao Zou, Fumin Shen:
Deep Self-taught Hashing for Image Retrieval. ACM Multimedia 2015: 1215-1218 - [c3]Mingxing Zhang, Fumin Shen, Hanwang Zhang, Ning Xie, Wankou Yang:
Hashing with Inductive Supervised Learning. PCM (2) 2015: 447-455 - 2013
- [c2]Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang:
Inductive Hashing on Manifolds. CVPR 2013: 1562-1569 - [c1]Jingsong Xu, Qiang Wu, Jian Zhang, Fumin Shen, Zhenmin Tang:
Training boosting-like algorithms with semi-supervised subspace learning. ICIP 2013: 4302-4306
Informal and Other Publications
- 2024
- [i49]Xiruo Jiang, Yazhou Yao, Sheng Liu, Fumin Shen, Liqiang Nie, Xiansheng Hua:
Dual Dynamic Threshold Adjustment Strategy for Deep Metric Learning. CoRR abs/2404.19282 (2024) - [i48]Xiruo Jiang, Yazhou Yao, Xili Dai, Fumin Shen, Xian-Sheng Hua, Heng Tao Shen:
Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric. CoRR abs/2407.03106 (2024) - 2023
- [i47]Junzhu Mao, Yazhou Yao, Zeren Sun, Xingguo Huang, Fumin Shen, Heng Tao Shen:
Attention Map Guided Transformer Pruning for Edge Device. CoRR abs/2304.01452 (2023) - [i46]Gensheng Pei, Yazhou Yao, Fumin Shen, Dan Huang, Xingguo Huang, Heng Tao Shen:
Co-attention Propagation Network for Zero-Shot Video Object Segmentation. CoRR abs/2304.03910 (2023) - [i45]Yixuan Zhou, Peiyu Yang, Yi Qu, Xing Xu, Fumin Shen, Heng Tao Shen:
AnoOnly: Semi-Supervised Anomaly Detection without Loss on Normal Data. CoRR abs/2305.18798 (2023) - [i44]Yixuan Zhou, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen:
MSFlow: Multi-Scale Flow-based Framework for Unsupervised Anomaly Detection. CoRR abs/2308.15300 (2023) - [i43]Yixuan Zhou, Yi Qu, Xing Xu, Fumin Shen, Jingkuan Song, Hengtao Shen:
BatchNorm-based Weakly Supervised Video Anomaly Detection. CoRR abs/2311.15367 (2023) - [i42]Gensheng Pei, Fumin Shen, Yazhou Yao, Tao Chen, Xian-Sheng Hua, Heng Tao Shen:
Hierarchical Graph Pattern Understanding for Zero-Shot VOS. CoRR abs/2312.09525 (2023) - 2022
- [i41]Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen:
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation. CoRR abs/2206.09554 (2022) - [i40]Gensheng Pei, Fumin Shen, Yazhou Yao, Guo-Sen Xie, Zhenmin Tang, Jinhui Tang:
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation. CoRR abs/2207.08485 (2022) - 2021
- [i39]Huafeng Liu, Chuanyi Zhang, Yazhou Yao, Xiu-Shen Wei, Fumin Shen, Jian Zhang, Zhenmin Tang:
Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Noisy Samples and Utilizing Hard Ones. CoRR abs/2101.09412 (2021) - [i38]Tao Chen, Guo-Sen Xie, Yazhou Yao, Qiong Wang, Fumin Shen, Zhenmin Tang, Jian Zhang:
Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation. CoRR abs/2102.10935 (2021) - [i37]Yazhou Yao, Zeren Sun, Chuanyi Zhang, Fumin Shen, Qi Wu, Jian Zhang, Zhenmin Tang:
Jo-SRC: A Contrastive Approach for Combating Noisy Labels. CoRR abs/2103.13029 (2021) - [i36]Yazhou Yao, Tao Chen, Guo-Sen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang:
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation. CoRR abs/2103.14581 (2021) - [i35]Xunguang Wang, Zheng Zhang, Baoyuan Wu, Fumin Shen, Guangming Lu:
Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing. CoRR abs/2105.07553 (2021) - [i34]Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen:
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach. CoRR abs/2108.02399 (2021) - 2020
- [i33]Yuming Shen, Jie Qin, Jiaxin Chen, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao:
Auto-Encoding Twin-Bottleneck Hashing. CoRR abs/2002.11930 (2020) - [i32]Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yanbo Fan, Fumin Shen, Heng Tao Shen:
Dual ResGCN for Balanced Scene GraphGeneration. CoRR abs/2011.04234 (2020) - 2019
- [i31]Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng:
A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition. CoRR abs/1904.10681 (2019) - [i30]Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu:
Exact Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables. CoRR abs/1905.04016 (2019) - [i29]Yazhou Yao, Zeren Sun, Fumin Shen, Li Liu, Limin Wang, Fan Zhu, Lizhong Ding, Gangshan Wu, Ling Shao:
Dynamically Visual Disambiguation of Keyword-based Image Search. CoRR abs/1905.10955 (2019) - [i28]Yazhou Yao, Jian Zhang, Xian-Sheng Hua, Fumin Shen, Zhenmin Tang:
Extracting Visual Knowledge from the Internet: Making Sense of Image Data. CoRR abs/1906.03219 (2019) - [i27]Shengju Qian, Kwan-Yee Lin, Wayne Wu, Yangxiaokang Liu, Quan Wang, Fumin Shen, Chen Qian, Ran He:
Make a Face: Towards Arbitrary High Fidelity Face Manipulation. CoRR abs/1908.07191 (2019) - [i26]Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen:
Temporal Reasoning Graph for Activity Recognition. CoRR abs/1908.09995 (2019) - [i25]Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen:
MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning. CoRR abs/1908.10059 (2019) - [i24]Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen:
Cooperative Cross-Stream Network for Discriminative Action Representation. CoRR abs/1908.10136 (2019) - [i23]Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao:
Fast Large-Scale Discrete Optimization Based on Principal Coordinate Descent. CoRR abs/1909.07079 (2019) - 2018
- [i22]Xinyu Gong, Haozhi Huang, Lin Ma, Fumin Shen, Wei Liu, Tong Zhang:
Neural Stereoscopic Image Style Transfer. CoRR abs/1802.09985 (2018) - [i21]Yuming Shen, Li Liu, Fumin Shen, Ling Shao:
Zero-Shot Sketch-Image Hashing. CoRR abs/1803.02284 (2018) - [i20]Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen:
Highly-Economized Multi-View Binary Compression for Scalable Image Clustering. CoRR abs/1809.05992 (2018) - [i19]Yadan Luo, Yang Li, Fumin Shen, Yang Yang, Peng Cui, Zi Huang:
Collaborative Learning for Extremely Low Bit Asymmetric Hashing. CoRR abs/1809.09329 (2018) - 2017
- [i18]Xinyu Wang, Hanxi Li, Yi Li, Fumin Shen, Fatih Porikli:
Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaptation. CoRR abs/1701.00561 (2017) - [i17]Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Wankou Yang, Zhenmin Tang:
Refining Image Categorization by Exploiting Web Images and General Corpus. CoRR abs/1703.05451 (2017) - [i16]Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao:
Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval. CoRR abs/1703.05605 (2017) - [i15]Yang Long, Li Liu, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han:
From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis. CoRR abs/1705.01782 (2017) - [i14]Yazhou Yao, Jian Zhang, Fumin Shen, Dongxiang Zhang, Zhenmin Tang, Heng Tao Shen:
Towards Automatic Construction of Diverse, High-quality Image Dataset. CoRR abs/1708.06495 (2017) - [i13]Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, Dacheng Tao:
Joint Hierarchical Category Structure Learning and Large-Scale Image Classification. CoRR abs/1709.05072 (2017) - 2016
- [i12]Fumin Shen, Yadong Mu, Wei Liu, Yang Yang, Heng Tao Shen:
Learning Binary Codes and Binary Weights for Efficient Classification. CoRR abs/1603.04116 (2016) - [i11]Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen:
Bidirectional Long-Short Term Memory for Video Description. CoRR abs/1606.04631 (2016) - [i10]Yang Yang, Weilun Chen, Yadan Luo, Fumin Shen, Jie Shao, Heng Tao Shen:
Zero-Shot Hashing via Transferring Supervised Knowledge. CoRR abs/1606.05032 (2016) - [i9]Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Jingsong Xu, Zhenmin Tang:
Exploiting Web Images for Dataset Construction: A Domain Robust Approach. CoRR abs/1611.07156 (2016) - [i8]Ruicong Xu, Yang Yang, Yadan Luo, Fumin Shen, Zi Huang, Heng Tao Shen:
Binary Subspace Coding for Query-by-Image Video Retrieval. CoRR abs/1612.01657 (2016) - [i7]Hao Liu, Yang Yang, Fumin Shen, Lixin Duan, Heng Tao Shen:
Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering. CoRR abs/1612.04949 (2016) - 2014
- [i6]Fumin Shen, Chunhua Shen, Heng Tao Shen:
Face Image Classification by Pooling Raw Features. CoRR abs/1406.6811 (2014) - [i5]Fumin Shen, Chunhua Shen, Heng Tao Shen:
Face Identification with Second-Order Pooling. CoRR abs/1406.6818 (2014) - [i4]Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen:
Hashing on Nonlinear Manifolds. CoRR abs/1412.0826 (2014) - 2013
- [i3]Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang:
Inductive Hashing on Manifolds. CoRR abs/1303.7043 (2013) - [i2]Fumin Shen, Chunhua Shen, Rhys Hill, Anton van den Hengel, Zhenmin Tang:
Fast Approximate L_infty Minimization: Speeding Up Robust Regression. CoRR abs/1304.1250 (2013) - [i1]Fumin Shen, Chunhua Shen:
Generic Image Classification Approaches Excel on Face Recognition. CoRR abs/1309.5594 (2013)
Coauthor Index
Heng Tao Shen
aka: Hengtao Shen
aka: Hengtao Shen
[j112] [j111] [j110] [j109] [j105] [j104] [j103] [j97] [j96] [j91] [j89] [j85] [j84] [j83] [j81] [j80] [j78] [j77] [j76] [j75] [j74] [j73] [j72] [j71] [j70] [j69] [j67] [j66] [j63] [j61] [j60] [j58] [j55] [j50] [j49] [j46] [j45] [j33] [j31] [j29] [j28] [j27] [j25] [j24] [j17] [j15] [j11] [j10] [j8] [j7] [c112] [c111] [c103] [c102] [c101] [c95] [c94] [c93] [c89] [c88] [c87] [c86] [c84] [c81] [c77] [c74] [c73] [c72] [c69] [c65] [c64] [c56] [c55] [c54] [c49] [c48] [c47] [c44] [c42] [c41] [c40] [c38] [c32] [c31] [c30] [c27] [c26] [c25] [c24] [c23] [c22] [c19] [c17] [c15] [c14] [c12] [c9] [c8] [i48] [i47] [i46] [i45] [i44] [i43] [i42] [i34] [i32] [i31] [i30] [i26] [i25] [i24] [i20] [i14] [i12] [i11] [i10] [i8] [i7] [i6] [i5] [i4]
[j112] [j111] [j110] [j108] [j106] [j97] [j96] [j95] [j91] [j88] [j87] [j86] [j83] [j80] [j74] [j73] [j70] [j68] [j66] [j52] [j48] [j46] [j42] [j40] [j39] [j31] [j18] [c112] [c111] [c110] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [c102] [c101] [c98] [c97] [c96] [c95] [c94] [c93] [c88] [c87] [c86] [c85] [c84] [c80] [c79] [c78] [c77] [c74] [c73] [c72] [c65] [c59] [c53] [c51] [c47] [c46] [c38] [c33] [c32] [c31] [c30] [c28] [c27] [c17] [c15] [c14] [i45] [i44] [i43] [i26] [i24] [i11]
[j111] [j97] [j88] [j87] [j85] [j83] [j82] [j77] [j76] [j75] [j74] [j70] [j69] [j68] [j63] [j61] [j60] [j58] [j55] [j52] [j50] [j49] [j48] [j47] [j45] [j39] [j38] [j37] [j36] [j33] [j31] [j29] [j27] [j25] [j23] [j22] [j21] [j19] [j18] [j15] [j14] [j10] [j8] [c112] [c110] [c109] [c107] [c105] [c104] [c103] [c102] [c97] [c88] [c84] [c59] [c53] [c51] [c49] [c48] [c46] [c42] [c41] [c38] [c33] [c32] [c31] [c30] [c28] [c26] [c25] [c24] [c22] [c21] [c19] [c17] [c15] [c14] [c12] [c8] [c7] [c5] [i31] [i19] [i12] [i11] [i10] [i8] [i7]
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