Wei, Xiu-Shen

33 publications

ICLR 2026 Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation Hongtao Yu, Yuxin Peng, Serge Belongie, Xiu-Shen Wei

ICML 2025 Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-Shot Generalization Yang Shen, Xiu-Shen Wei, Yifan Sun, Yuxin Song, Tao Yuan, Jian Jin, He-Yang Xu, Yazhou Yao, Errui Ding

ICML 2025 Learning Attribute-Aware Hash Codes for Fine-Grained Image Retrieval via Query Optimization Peng Wang, Yong Li, Lin Zhao, Xiu-Shen Wei

ICCV 2025 Object-Level Correlation for Few-Shot Segmentation Chunlin Wen, Yu Zhang, Jie Fan, Hongyuan Zhu, Xiu-Shen Wei, Yijun Wang, Zhiqiang Kou, Shuzhou Sun

ICCV 2025 Prototype-Based Contrastive Learning with Stage-Wise Progressive Augmentation for Self-Supervised Fine-Grained Learning Baofeng Tan, Xiu-Shen Wei, Lin Zhao

CVPR 2024 An Asymmetric Augmented Self-Supervised Learning Method for Unsupervised Fine-Grained Image Hashing Feiran Hu, Chenlin Zhang, Jiangliang Guo, Xiu-Shen Wei, Lin Zhao, Anqi Xu, Lingyan Gao

NeurIPS 2024 Long-Tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction Chen-Long Duan, Yong Li, Xiu-Shen Wei, Lin Zhao

CVPR 2023 Equiangular Basis Vectors Yang Shen, Xuhao Sun, Xiu-Shen Wei

NeurIPS 2023 Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels Shu-Lin Xu, Yifan Sun, Faen Zhang, Anqi Xu, Xiu-Shen Wei, Yi Yang

NeurIPS 2022 An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning Xiu-Shen Wei, H.-Y. Xu, Faen Zhang, Yuxin Peng, Wei Zhou

ECCV 2022 Automatic Check-Out via Prototype-Based Classifier Learning from Single-Product Exemplars Hao Chen, Xiu-Shen Wei, Faen Zhang, Yang Shen, Hui Xu, Liang Xiao

AAAI 2022 Dual Attention Networks for Few-Shot Fine-Grained Recognition Shu-Lin Xu, Faen Zhang, Xiu-Shen Wei, Jianhua Wang

CVPR 2022 Relieving Long-Tailed Instance Segmentation via Pairwise Class Balance Yin-Yin He, Peizhen Zhang, Xiu-Shen Wei, Xiangyu Zhang, Jian Sun

ECCV 2022 SEMICON: A Learning-to-Hash Solution for Large-Scale Fine-Grained Image Retrieval Yang Shen, Xuhao Sun, Xiu-Shen Wei, Qing-Yuan Jiang, Jian Yang

IJCAI 2022 Webly-Supervised Fine-Grained Recognition with Partial Label Learning Yu-Yan Xu, Yang Shen, Xiu-Shen Wei, Jian Yang

NeurIPS 2021 A$^2$-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval Xiu-Shen Wei, Yang Shen, Xuhao Sun, Han-Jia Ye, Jian Yang

AAAI 2021 Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks Yongshun Zhang, Xiu-Shen Wei, Boyan Zhou, Jianxin Wu

CVPR 2021 Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang

ICCV 2021 Distilling Virtual Examples for Long-Tailed Recognition Yin-Yin He, Jianxin Wu, Xiu-Shen Wei

ICCV 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

WACV 2020 An Adversarial Domain Adaptation Network for Cross-Domain Fine-Grained Recognition Yimu Wang, Renjie Song, Xiu-Shen Wei, Lijun Zhang

CVPR 2020 BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou, Quan Cui, Xiu-Shen Wei, Zhao-Min Chen

ECCV 2020 ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image Retrieval Quan Cui, Qing-Yuan Jiang, Xiu-Shen Wei, Wu-Jun Li, Osamu Yoshie

CVPR 2020 Exploring Categorical Regularization for Domain Adaptive Object Detection Chang-Dong Xu, Xing-Ran Zhao, Xin Jin, Xiu-Shen Wei

ECCV 2020 Hierarchical Context Embedding for Region-Based Object Detection Zhao-Min Chen, Xin Jin, Borui Zhao, Xiu-Shen Wei, Yanwen Guo

CVPR 2019 Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen, Xiu-Shen Wei, Peng Wang, Yanwen Guo

ICCV 2017 Adversarial PoseNet: A Structure-Aware Convolutional Network for Human Pose Estimation Yu Chen, Chunhua Shen, Xiu-Shen Wei, Lingqiao Liu, Jian Yang

IJCAI 2017 Deep Descriptor Transforming for Image Co-Localization Xiu-Shen Wei, Chen-Lin Zhang, Yao Li, Chen-Wei Xie, Jianxin Wu, Chunhua Shen, Zhi-Hua Zhou

MLJ 2016 An Empirical Study on Image Bag Generators for Multi-Instance Learning Xiu-Shen Wei, Zhi-Hua Zhou

ECCV 2016 Deep Bimodal Regression for Apparent Personality Analysis Chen-Lin Zhang, Hao Zhang, Xiu-Shen Wei, Jianxin Wu

ECCVW 2016 Deep Bimodal Regression for Apparent Personality Analysis Chen-Lin Zhang, Hao Zhang, Xiu-Shen Wei, Jianxin Wu

ICCVW 2015 Deep Label Distribution Learning for Apparent Age Estimation Xu Yang, Bin-Bin Gao, Chao Xing, Zeng-Wei Huo, Xiu-Shen Wei, Ying Zhou, Jianxin Wu, Xin Geng

ICCVW 2015 Deep Spatial Pyramid Ensemble for Cultural Event Recognition Xiu-Shen Wei, Bin-Bin Gao, Jianxin Wu