Xiu-Shen Wei

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 102

Top Venues

CoRR

IEEE Trans. Image Process.

IEEE Trans. Pattern Anal. Mach. Intell.

CVPR

Publications

Xiu-Shen Wei, Hong-Tao Yu, Anqi Xu, Faen Zhang, Yuxin Peng
MECOM: A Meta-Completion Network for Fine-Grained Recognition With Incomplete Multi-Modalities. IEEE Trans. Image Process. 33 (2024)
Bao-Feng Tan, Yang-Yang Li, Peng Wang, Lin Zhao, Xiu-Shen Wei
Say No to the Poisonous Fungi: An Effective Strategy for Reducing 0-1 Cost in FungiCLEF2024. CLEF (Working Notes) (2024)
Han-Jia Ye, Da-Wei Zhou, Lanqing Hong, Zhenguo Li, Xiu-Shen Wei, De-Chuan Zhan
Contextualizing Meta-Learning via Learning to Decompose. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Xiu-Shen Wei, He-Yang Xu, Zhiwen Yang, Chen-Long Duan, Yuxin Peng
Negatives Make a Positive: An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46 (4) (2024)
Peng Wang, Yangyang Li, Bao-Feng Tan, Yi-Chao Zhou, Yong Li, Xiu-Shen Wei
Multibranch Co-training to Mine Venomous Feature Representation: A Solution to SnakeCLEF2024. CLEF (Working Notes) (2024)
Xiu-Shen Wei, Xuhao Sun, Yang Shen, Anqi Xu, Peng Wang, Faen Zhang
Delving Deep into Simplicity Bias for Long-Tailed Image Recognition. CoRR (2023)
Feiran Hu, Peng Wang, Yangyang Li, Chenlong Duan, Zijian Zhu, Fei Wang, Faen Zhang, Yong Li, Xiu-Shen Wei
Watch out Venomous Snake Species: A Solution to SnakeCLEF2023. CLEF (Working Notes) (2023)
Xiu-Shen Wei, Yang Shen, Xuhao Sun, Peng Wang, Yuxin Peng
Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image Retrieval. CoRR (2023)
Zhao-Min Chen, Xiu-Shen Wei, Peng Wang, Yanwen Guo
Learning Graph Convolutional Networks for Multi-Label Recognition and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Xiu-Shen Wei, Yu-Yan Xu, Chen-Lin Zhang, Gui-Song Xia, Yuxin Peng
CAT: a coarse-to-fine attention tree for semantic change detection. Vis. Intell. 1 (1) (2023)
Feiran Hu, Peng Wang, Yangyang Li, Chenlong Duan, Zijian Zhu, Yong Li, Xiu-Shen Wei
A Deep Learning based Solution to FungiCLEF2023. CLEF (Working Notes) (2023)
Jiabao Wang, Yang Li, Xiu-Shen Wei, Hang Li, Zhuang Miao, Rui Zhang
Bridge the gap between supervised and unsupervised learning for fine-grained classification. Inf. Sci. 649 (2023)
Shu-Lin Xu, Yifan Sun, Faen Zhang, Anqi Xu, Xiu-Shen Wei, Yi Yang
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels. CoRR (2023)
Jiabei He, Yang Shen, Xiu-Shen Wei, Ye Wu
Hawkeye: A PyTorch-based Library for Fine-Grained Image Recognition with Deep Learning. CoRR (2023)
Xiu-Shen Wei, Yang Shen, Xuhao Sun, Peng Wang, Yuxin Peng
Attribute-Aware Deep Hashing With Self-Consistency for Large-Scale Fine-Grained Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
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 (2023)
Hao Chen, Xiu-Shen Wei, Liang Xiao
Prototype Learning for Automatic Check-Out. IEEE Trans. Multim. 25 (2023)
Feiran Hu, Peng Wang, Yangyang Li, Chenlong Duan, Zijian Zhu, Fei Wang, Faen Zhang, Yong Li, Xiu-Shen Wei
Watch out Venomous Snake Species: A Solution to SnakeCLEF2023. CoRR (2023)
Yang Shen, Xuhao Sun, Xiu-Shen Wei
Equiangular Basis Vectors. CVPR (2023)
Jiabei He, Yang Shen, Xiu-Shen Wei, Ye Wu
Hawkeye: A PyTorch-based Library for Fine-Grained Image Recognition with Deep Learning. ACM Multimedia (2023)
Yang Shen, Xuhao Sun, Xiu-Shen Wei
Equiangular Basis Vectors. CoRR (2023)
Ying-Peng Tang, Xiu-Shen Wei, Borui Zhao, Sheng-Jun Huang
QBox: Partial Transfer Learning With Active Querying for Object Detection. IEEE Trans. Neural Networks Learn. Syst. 34 (6) (2023)
Shu-Lin Xu, Yifan Sun, Faen Zhang, Anqi Xu, Xiu-Shen Wei, Yi Yang
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels. NeurIPS (2023)
Xin Jin, Yanping Xie, Xiu-Shen Wei, Borui Zhao, Zhao-Min Chen, Xiaoyang Tan
Delving deep into spatial pooling for squeeze-and-excitation networks. Pattern Recognit. 121 (2022)
Xiu-Shen Wei, Shu-Lin Xu, Hao Chen, Liang Xiao, Yuxin Peng
Prototype-based classifier learning for long-tailed visual recognition. Sci. China Inf. Sci. 65 (6) (2022)
Min-Ling Zhang, Xiu-Shen Wei, Gao Huang
Preface. J. Comput. Sci. Technol. 37 (3) (2022)
Xin Jin, Yanping Xie, Xiu-Shen Wei, Borui Zhao, Yongshun Zhang, Xiaoyang Tan, Yang Yu
A Lightweight Encoder-Decoder Path for Deep Residual Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (2) (2022)
Yang Shen, Xuhao Sun, Xiu-Shen Wei, Qing-Yuan Jiang, Jian Yang
SEMICON: A Learning-to-Hash Solution for Large-Scale Fine-Grained Image Retrieval. ECCV (14) (2022)
Hao Chen, Yangzhun Zhou, Jun Li, Xiu-Shen Wei, Liang Xiao
Self-Supervised Multi-Category Counting Networks for Automatic Check-Out. IEEE Trans. Image Process. 31 (2022)
Yang Shen, Xuhao Sun, Xiu-Shen Wei, Hanxu Hu, Zhipeng Chen
A Channel Mix Method for Fine-Grained Cross-Modal Retrieval. ICME (2022)
Xiu-Shen Wei, Quan Cui, Lei Yang, Peng Wang, Lingqiao Liu, Jian Yang
RPC: a large-scale and fine-grained retail product checkout dataset. Sci. China Inf. Sci. 65 (9) (2022)
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 (2022)
Xiu-Shen Wei, Yi-Zhe Song, Oisin Mac Aodha, Jianxin Wu, Yuxin Peng, Jinhui Tang, Jian Yang, Serge J. Belongie
Fine-Grained Image Analysis With Deep Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Yu-Yan Xu, Yang Shen, Xiu-Shen Wei, Jian Yang
Webly-Supervised Fine-Grained Recognition with Partial Label Learning. IJCAI (2022)
Yin-Yin He, Peizhen Zhang, Xiu-Shen Wei, Xiangyu Zhang, Jian Sun
Relieving Long-tailed Instance Segmentation via Pairwise Class Balance. CVPR (2022)
Yin-Yin He, Peizhen Zhang, Xiu-Shen Wei, Xiangyu Zhang, Jian Sun
Relieving Long-tailed Instance Segmentation via Pairwise Class Balance. CoRR (2022)
Yang Shen, Xuhao Sun, Xiu-Shen Wei, Qing-Yuan Jiang, Jian Yang
SEMICON: A Learning-to-hash Solution for Large-scale Fine-grained Image Retrieval. CoRR (2022)
Shu-Lin Xu, Faen Zhang, Xiu-Shen Wei, Jianhua Wang
Dual Attention Networks for Few-Shot Fine-Grained Recognition. AAAI (2022)
Jiabao Wang, Yang Li, Xiu-Shen Wei, Hang Li, Zhuang Miao, Rui Zhang
Bridge the Gap between Supervised and Unsupervised Learning for Fine-Grained Classification. CoRR (2022)
Xiu-Shen Wei, He-Yang Xu, Faen Zhang, Yuxin Peng, Wei Zhou
An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning. NeurIPS (2022)
Xiu-Shen Wei, He-Yang Xu, Faen Zhang, Yuxin Peng, Wei Zhou
An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning. CoRR (2022)
Hao Chen, Xiu-Shen Wei, Faen Zhang, Yang Shen, Hui Xu, Liang Xiao
Automatic Check-Out via Prototype-Based Classifier Learning from Single-Product Exemplars. ECCV (25) (2022)
Yongshun Zhang, Xiu-Shen Wei, Boyan Zhou, Jianxin Wu
Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks. AAAI (2021)
Xiu-Shen Wei, Yang Shen, Xuhao Sun, Han-Jia Ye, Jian Yang
A$^2$-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval. NeurIPS (2021)
Han-Jia Ye, Da-Wei Zhou, Lanqing Hong, Zhenguo Li, Xiu-Shen Wei, De-Chuan Zhan
Contextualizing Multiple Tasks via Learning to Decompose. CoRR (2021)
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 (2021)
Zhao-Min Chen, Quan Cui, Xiu-Shen Wei, Xin Jin, Yanwen Guo
Disentangling, Embedding and Ranking Label Cues for Multi-Label Image Recognition. IEEE Trans. Multim. 23 (2021)
Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification. CoRR (2021)
Yin-Yin He, Jianxin Wu, Xiu-Shen Wei
Distilling Virtual Examples for Long-tailed Recognition. ICCV (2021)
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 (2021)
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)
Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang
Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification. CVPR (2021)
Xiu-Shen Wei, Jufeng Yang, Han-Jia Ye, Jian Yang
MULL'21: First International Workshop on Multimedia Understanding with Less Labeling. ACM Multimedia (2021)
Yin-Yin He, Jianxin Wu, Xiu-Shen Wei
Distilling Virtual Examples for Long-tailed Recognition. CoRR (2021)
Xiu-Shen Wei, Han-Jia Ye, Xin Mu, Jianxin Wu, Chunhua Shen, Zhi-Hua Zhou
Multi-Instance Learning With Emerging Novel Class. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Xiu-Shen Wei, Yi-Zhe Song, Oisin Mac Aodha, Jianxin Wu, Yuxin Peng, Jinhui Tang, Jian Yang, Serge J. Belongie
Fine-Grained Image Analysis with Deep Learning: A Survey. CoRR (2021)
Benyi Hu, Ren-Jie Song, Xiu-Shen Wei, Yazhou Yao, Xian-Sheng Hua, Yuehu Liu
PyRetri: A PyTorch-based Library for Unsupervised Image Retrieval by Deep Convolutional Neural Networks. CoRR (2020)
Kaitao Song, Xiu-Shen Wei, Xiangbo Shu, Ren-Jie Song, Jianfeng Lu
Bi-Modal Progressive Mask Attention for Fine-Grained Recognition. IEEE Trans. Image Process. 29 (2020)
Zhao-Min Chen, Xin Jin, Borui Zhao, Xiu-Shen Wei, Yanwen Guo
Hierarchical Context Embedding for Region-based Object Detection. CoRR (2020)
Yu Chen, Chunhua Shen, Hao Chen, Xiu-Shen Wei, Lingqiao Liu, Jian Yang
Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization. IEEE Trans. Pattern Anal. Mach. Intell. 42 (7) (2020)
Chang-Dong Xu, Xing-Ran Zhao, Xin Jin, Xiu-Shen Wei
Exploring Categorical Regularization for Domain Adaptive Object Detection. CoRR (2020)
Wei Luo, Hengmin Zhang, Jun Li, Xiu-Shen Wei
Learning Semantically Enhanced Feature for Fine-Grained Image Classification. CoRR (2020)
Zeren Sun, Xian-Sheng Hua, Yazhou Yao, Xiu-Shen Wei, Guosheng Hu, Jian Zhang
CRSSC: Salvage Reusable Samples from Noisy Data for Robust Learning. ACM Multimedia (2020)
Benyi Hu, Ren-Jie Song, Xiu-Shen Wei, Yazhou Yao, Xian-Sheng Hua, Yuehu Liu
PyRetri: A PyTorch-based Library for Unsupervised Image Retrieval by Deep Convolutional Neural Networks. ACM Multimedia (2020)
Quan Cui, Qing-Yuan Jiang, Xiu-Shen Wei, Wu-Jun Li, Osamu Yoshie
ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image Retrieval. ECCV (3) (2020)
Yimu Wang, Xiu-Shen Wei, Bo Xue, Lijun Zhang
Piecewise Hashing: A Deep Hashing Method for Large-Scale Fine-Grained Search. PRCV (2) (2020)
Zhao-Min Chen, Xin Jin, Borui Zhao, Xiu-Shen Wei, Yanwen Guo
Hierarchical Context Embedding for Region-Based Object Detection. ECCV (21) (2020)
Quan Cui, Qing-Yuan Jiang, Xiu-Shen Wei, Wu-Jun Li, Osamu Yoshie
ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image Retrieval. CoRR (2020)
Boyan Zhou, Quan Cui, Xiu-Shen Wei, Zhao-Min Chen
BBN: Bilateral-Branch Network With Cumulative Learning for Long-Tailed Visual Recognition. CVPR (2020)
Yanrui Bin, Zhao-Min Chen, Xiu-Shen Wei, Xinya Chen, Changxin Gao, Nong Sang
Structure-aware human pose estimation with graph convolutional networks. Pattern Recognit. 106 (2020)
Xiu-Shen Wei, Yu-Yan Xu, Yazhou Yao, Jia Wei, Si Xi, Wenyuan Xu, Weidong Zhang, Xiaoxin Lv, Dengpan Fu, Qing Li, Baoying Chen, Haojie Guo, Taolue Xue, Haipeng Jing, Zhiheng Wang, Tianming Zhang, Mingwen Zhang
Tips and Tricks for Webly-Supervised Fine-Grained Recognition: Learning from the WebFG 2020 Challenge. CoRR (2020)
Wei Luo, Hengmin Zhang, Jun Li, Xiu-Shen Wei
Learning Semantically Enhanced Feature for Fine-Grained Image Classification. IEEE Signal Process. Lett. 27 (2020)
Chang-Dong Xu, Xing-Ran Zhao, Xin Jin, Xiu-Shen Wei
Exploring Categorical Regularization for Domain Adaptive Object Detection. CVPR (2020)
Yimu Wang, Ren-Jie Song, Xiu-Shen Wei, Lijun Zhang
An Adversarial Domain Adaptation Network For Cross-Domain Fine-Grained Recognition. WACV (2020)
Zeren Sun, Xian-Sheng Hua, Yazhou Yao, Xiu-Shen Wei, Guosheng Hu, Jian Zhang
Salvage Reusable Samples from Noisy Data for Robust Learning. CoRR (2020)
Xiu-Shen Wei, Peng Wang, Lingqiao Liu, Chunhua Shen, Jianxin Wu
Piecewise Classifier Mappings: Learning Fine-Grained Learners for Novel Categories With Few Examples. IEEE Trans. Image Process. 28 (12) (2019)
Xiu-Shen Wei, Jianxin Wu, Quan Cui
Deep Learning for Fine-Grained Image Analysis: A Survey. CoRR (2019)
Zhao-Min Chen, Xiu-Shen Wei, Xin Jin, Yanwen Guo
Multi-Label Image Recognition with Joint Class-Aware Map Disentangling and Label Correlation Embedding. ICME (2019)
Zhao-Min Chen, Xiu-Shen Wei, Peng Wang, Yanwen Guo
Multi-Label Image Recognition With Graph Convolutional Networks. CVPR (2019)
Xiu-Shen Wei, Chen-Lin Zhang, Jianxin Wu, Chunhua Shen, Zhi-Hua Zhou
Unsupervised object discovery and co-localization by deep descriptor transformation. Pattern Recognit. 88 (2019)
Xiu-Shen Wei, Quan Cui, Lei Yang, Peng Wang, Lingqiao Liu
RPC: A Large-Scale Retail Product Checkout Dataset. CoRR (2019)
Boyan Zhou, Quan Cui, Xiu-Shen Wei, Zhao-Min Chen
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition. CoRR (2019)
Zhao-Min Chen, Xiu-Shen Wei, Peng Wang, Yanwen Guo
Multi-Label Image Recognition with Graph Convolutional Networks. CoRR (2019)
Xiu-Shen Wei, Chen-Lin Zhang, Lingqiao Liu, Chunhua Shen, Jianxin Wu
Coarse-to-fine: A RNN-based hierarchical attention model for vehicle re-identification. CoRR (2018)
Xiu-Shen Wei, Peng Wang, Lingqiao Liu, Chunhua Shen, Jianxin Wu
Piecewise classifier mappings: Learning fine-grained learners for novel categories with few examples. CoRR (2018)
Xiu-Shen Wei, Chen-Wei Xie, Jianxin Wu, Chunhua Shen
Mask-CNN: Localizing parts and selecting descriptors for fine-grained bird species categorization. Pattern Recognit. 76 (2018)
Xiu-Shen Wei, Chen-Lin Zhang, Hao Zhang, Jianxin Wu
Deep Bimodal Regression of Apparent Personality Traits from Short Video Sequences. IEEE Trans. Affect. Comput. 9 (3) (2018)
Xiu-Shen Wei, Chen-Lin Zhang, Lingqiao Liu, Chunhua Shen, Jianxin Wu
Coarse-to-Fine: A RNN-Based Hierarchical Attention Model for Vehicle Re-identification. ACCV (2) (2018)
Yu Chen, Chunhua Shen, Xiu-Shen Wei, Lingqiao Liu, Jian Yang
Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation. CoRR (2017)
Xiu-Shen Wei, Jian-Hao Luo, Jianxin Wu, Zhi-Hua Zhou
Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval. IEEE Trans. Image Process. 26 (6) (2017)
Yu Chen, Chunhua Shen, Xiu-Shen Wei, Lingqiao Liu, Jian Yang
Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization. CoRR (2017)
Xiu-Shen Wei, Chen-Lin Zhang, Jianxin Wu, Chunhua Shen, Zhi-Hua Zhou
Unsupervised Object Discovery and Co-Localization by Deep Descriptor Transforming. CoRR (2017)
Xiu-Shen Wei, Jianxin Wu, Zhi-Hua Zhou
Scalable Algorithms for Multi-Instance Learning. IEEE Trans. Neural Networks Learn. Syst. 28 (4) (2017)
Chen-Lin Zhang, Jian-Hao Luo, Xiu-Shen Wei, Jianxin Wu
In Defense of Fully Connected Layers in Visual Representation Transfer. PCM (2) (2017)
Xiu-Shen Wei, Chen-Lin Zhang, Yao Li, Chen-Wei Xie, Jianxin Wu, Chunhua Shen, Zhi-Hua Zhou
Deep Descriptor Transforming for Image Co-Localization. IJCAI (2017)
Yu Chen, Chunhua Shen, Xiu-Shen Wei, Lingqiao Liu, Jian Yang
Adversarial PoseNet: A Structure-Aware Convolutional Network for Human Pose Estimation. ICCV (2017)
Xiu-Shen Wei, Chen-Lin Zhang, Yao Li, Chen-Wei Xie, Jianxin Wu, Chunhua Shen, Zhi-Hua Zhou
Deep Descriptor Transforming for Image Co-Localization. CoRR (2017)
Xiu-Shen Wei, Jian-Hao Luo, Jianxin Wu, Zhi-Hua Zhou
Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval. CoRR (2016)
Xiu-Shen Wei, Zhi-Hua Zhou
An empirical study on image bag generators for multi-instance learning. Mach. Learn. 105 (2) (2016)
Chen-Lin Zhang, Hao Zhang, Xiu-Shen Wei, Jianxin Wu
Deep Bimodal Regression for Apparent Personality Analysis. ECCV Workshops (3) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiu-Shen Wei