awesome-self-supervised-learning
A curated list of awesome self-supervised methods
https://github.com/jason718/awesome-self-supervised-learning
Last synced: about 23 hours ago
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Theory
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Computer Vision
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Survey
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Image Representation Learning
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- [pdf - supervision approaches.
- [pdf - transfer): A benchmark for evaluating self-supervision consisting of many-shot/few-shot recognition, object detection, surface normal estimation and semantic segmentation.
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Video Representation Learning
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3D Feature Learning
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Geometry
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Audio
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Others
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Machine Learning
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Robotics
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2006
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2009
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2012
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2014
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2015
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2016
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2017
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2018
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2019
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2020
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2023
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2024
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ASR
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Time-Series
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Graph
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Talks
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Thesis
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Blog
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2024
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- [Self-Supervised Learning - simclr/), [[PIRL]](https://amitness.com/2020/03/illustrated-pirl/), [[Self-Labelling]](https://amitness.com/2020/04/illustrated-self-labelling/), [[FixMatch]](https://amitness.com/2020/03/fixmatch-semi-supervised/), [[DeepCluster]](https://amitness.com/2020/04/deepcluster/). Amit Chaudhary.
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Contributing
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NLP
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