awesome-self-supervised-learning
A curated list of awesome self-supervised methods
https://github.com/jason718/awesome-self-supervised-learning
Last synced: 4 days ago
JSON representation
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ASR
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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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Computer Vision
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3D Feature Learning
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Audio
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Geometry
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Image Representation Learning
- [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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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
2
cvpr2018
2
iclr2020
2
graph-neural-networks
2
transfer-learning
2
imagenet
2
human-activity-recognition
2
caffe
2
tensorflow
2
eccv2020
1
image-classification
1
moco
1
decoar
1
data2vec
1
simclrv2
1
cpc
1
localization
1
mapnet
1
bert
1
apc
1
nlp
1
vision-and-language
1
vl-bert
1
artificial-intelligence
1
natural-language-understanding
1
natural-language-processing
1
accelerometer
1
foundation-models
1
speech-representation
1
tera
1
unispeech-sat
1
vq-apc
1
vq-wav2vec
1
wav2vec
1
speech-pretraining
1
wav2vec2
1
wavlm
1
depth-prediction
1
pase
1