README.md

Awesome-Label

This is a repository for organizing articles related to label space. Most papers are linked to the pdf address provided by "arXiv" or "Openaccess". However, some papers require an academic license to browse. For example, IEEE, springer, and elsevier journal, etc.

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Table of Contents (ongoing)

• 1. Hierarchical
• 2. Others

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1. Hierarchical Learning

1) "Deep Learning with Label Noise: A Hierarchical Approach", arxiv. [paper]

2) "HIRL: A General Framework for Hierarchical Image Representation Learning", arxiv. [paper][code]

3) "IIRC: Incremental Implicitly-Refined Classification Mohamed", CVPR 2021. [paper][code]

4) "Deep Hierarchical Semantic Segmentation", CVPR 2022. [paper][code]

2. Others

1) "LaSO: Label-Set Operations networks for multi-label few-shot learning", CVPR 2019. [paper][code]

2) "Delving into Deep Imbalanced Regression", ICML 2021 (oral). [paper][code]

3) "CLIP-Adapter: Better Vision-Language Models with Feature Adapters", arxiv. [paper][code]

Search keyword

• Hierarchical Learning
• Multi-label learning
• Imbalanced Regression

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