awesome-self-supervised-learning
A curated list of awesome self-supervised methods
https://github.com/jason718/awesome-self-supervised-learning
Last synced: 2 days 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 - 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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Talks
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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
Categories
Sub Categories
Keywords
self-supervised-learning
20
deep-learning
14
unsupervised-learning
13
representation-learning
11
computer-vision
6
pytorch
5
contrastive-learning
5
self-supervised
3
machine-learning
3
simclr
3
pre-training
3
clustering
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cvpr2018
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iclr2020
2
graph-neural-networks
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transfer-learning
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imagenet
2
human-activity-recognition
2
caffe
2
tensorflow
2
eccv2020
1
image-classification
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moco
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decoar
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data2vec
1
simclrv2
1
cpc
1
localization
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mapnet
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bert
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apc
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nlp
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vision-and-language
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vl-bert
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artificial-intelligence
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natural-language-understanding
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natural-language-processing
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accelerometer
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foundation-models
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speech-representation
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tera
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unispeech-sat
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vq-apc
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vq-wav2vec
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wav2vec
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speech-pretraining
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wav2vec2
1
wavlm
1
depth-prediction
1
pase
1