← Authors

Xiu-Shen Wei

28 papers · 2017–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (8) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (49) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ† Keyword Champion (2) πŸ’Ž Century Club (27) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (7) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (98)

Conferences

CVPR (7) ICCV (5) ECCV (4) NIPS (4) AAAI (3) ICML (2) IJCAI (2) WACV (1)

Top co-authors

Yang Shen (6) Jian Yang (4) Jianxin Wu (4) Faen Zhang (4) Lin Zhao (4) Xuhao Sun (3) Peng Wang (3) Zhao-Min Chen (3) Shu-Lin Xu (2) Qing-Yuan Jiang (2)

Keywords

representation learning (6) fine-grained recognition (5) long-tailed distribution (5) contrastive learning (4) image classification (4) metric learning (3) class imbalance (3) self-supervised learning (2) long-tailed recognition (2) few-shot learning (2) domain adaptation (2) classifier learning (2) fine-grained classification (2) object detection (2) embedding learning (2) semantic segmentation (2) multi-instance learning (1) object recognition (1) feature extraction (1) adversarial learning (1)

Papers

Efficient and Effective In-context Demonstration Selection with Coreset AAAI 2026
Learning Attribute-Aware Hash Codes for Fine-Grained Image Retrieval via Query Optimization ICML 2025
Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization ICML 2025
Prototype-based Contrastive Learning with Stage-wise Progressive Augmentation for Self-Supervised Fine-Grained Learning ICCV 2025
Object-level Correlation for Few-Shot Segmentation ICCV 2025
An Asymmetric Augmented Self-Supervised Learning Method for Unsupervised Fine-Grained Image Hashing CVPR 2024
Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction NIPS 2024
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels NIPS 2023
Equiangular Basis Vectors CVPR 2023
Webly-Supervised Fine-Grained Recognition with Partial Label Learning IJCAI 2022
Automatic Check-Out via Prototype-Based Classifier Learning from Single-Product Exemplars ECCV 2022
An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning NIPS 2022
Dual Attention Networks for Few-Shot Fine-Grained Recognition AAAI 2022
SEMICON: A Learning-to-Hash Solution for Large-Scale Fine-Grained Image Retrieval ECCV 2022
Relieving Long-Tailed Instance Segmentation via Pairwise Class Balance CVPR 2022
A$^2$-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval NIPS 2021
Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks AAAI 2021
Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification CVPR 2021
Distilling Virtual Examples for Long-Tailed Recognition ICCV 2021
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and an Approach ICCV 2021
An Adversarial Domain Adaptation Network for Cross-Domain Fine-Grained Recognition WACV 2020
ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image Retrieval ECCV 2020
BBN: Bilateral-Branch Network With Cumulative Learning for Long-Tailed Visual Recognition CVPR 2020
Hierarchical Context Embedding for Region-based Object Detection ECCV 2020
Exploring Categorical Regularization for Domain Adaptive Object Detection CVPR 2020
Multi-Label Image Recognition With Graph Convolutional Networks CVPR 2019
Deep Descriptor Transforming for Image Co-Localization IJCAI 2017
Adversarial PoseNet: A Structure-Aware Convolutional Network for Human Pose Estimation ICCV 2017