self-supervised-learning topic

List self-supervised-learning repositories

awesome-graph-self-supervised-learning

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Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

VL-BERT

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Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

lemniscate.pytorch

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Unsupervised Feature Learning via Non-parametric Instance Discrimination

imbalanced-semi-self

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[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

ModelsGenesis

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[MICCAI 2019] [MEDIA 2020] Models Genesis

SimMIM

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This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

cvpods

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All-in-one Toolbox for Computer Vision Research.

self-supervised-depth-completion

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ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"

EpipolarPose

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Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

dipy

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DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images....