self-supervised-learning topic

List self-supervised-learning repositories

Tensorflow and PyTorch implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)

SIGIR2020_peterrec

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Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling

HIPT

466
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83
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Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

solo-learn

1.4k
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178
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solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

Unsupervised-Classification

1.3k
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268
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SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

transferlearning

13.0k
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Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

pytorch-dense-correspondence

554
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134
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Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"

pytorch-metric-learning

5.8k
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655
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The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

simclr

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623
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SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

lightly

2.8k
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246
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A python library for self-supervised learning on images.