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๐Ÿ“œ Self-Supervised Learning from Images: Up-to-date reading list.

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Self-Supervised Learning

This repo contains a curated list of self-supervised learning papers with a focus on representation learning and clustering. Feel free to add pull requests or open issues to suggest papers.

Table of Contents

Representation Learning

Analysis

Image-Level Representation Learning

Contrastive Learning

Clustering

Masked Image Modeling

Proxy Tasks

Dense Representation Learning

Image Clustering

Geometry

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