#

self-supervised-learning

Here are 168 public repositories matching this topic...

pytorch-metric-learning

KevinMusgrave / pytorch-metric-learning

Star

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

machine-learning computer-vision deep-learning pytorch metric-learning image-retrieval deep-metric-learning self-supervised-learning

Updated Nov 7, 2020
Python

google-research / simclr

Star

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

computer-vision representation-learning unsupervised-learning self-supervised-learning simclr contrastive-learning simclrv2

Updated Nov 6, 2020
Jupyter Notebook

tinghuiz / SfMLearner

Star

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

deep-learning unsupervised-learning visual-odometry depth-prediction self-supervised-learning

Updated Sep 7, 2019
Jupyter Notebook

open-mmlab / OpenSelfSup

Star

Self-Supervised Learning Toolbox and Benchmark

pytorch unsupervised-learning moco self-supervised-learning simclr deepcluster onlinedeepcluster

Updated Oct 29, 2020
Python

zhirongw / lemniscate.pytorch

Star

Unsupervised Feature Learning via Non-parametric Instance Discrimination

computer-vision deep-learning pytorch imagenet representation-learning unsupervised-learning nce cvpr2018 self-supervised-learning

Updated Aug 24, 2020
Python

mkocabas / EpipolarPose

Star

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

machine-learning computer-vision pytorch human-pose-estimation cvpr 3d-pose-estimation self-supervised-learning cvpr-2019 cvpr2019 cvpr19

Updated Jun 26, 2019
Jupyter Notebook

Unsupervised-Classification

wvangansbeke / Unsupervised-Classification

Star

SCAN: Learning to Classify Images without Labels (ECCV 2020), incl. SimCLR.

clustering image-classification representation-learning unsupervised-learning moco self-supervised-learning simclr eccv2020 eccv-2020 contrastive-learning

Updated Oct 24, 2020
Python

RobotLocomotion / pytorch-dense-correspondence

Star

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

computer-vision deep-learning robotics pytorch artificial-intelligence vision manipulation 3d self-supervised-learning

Updated Oct 4, 2019
Python

lucidrains / byol-pytorch

Star

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

deep-learning artificial-intelligence self-supervised-learning

Updated Nov 1, 2020
Python

jackroos / VL-BERT

Star

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

pytorch representation-learning bert vision-and-language self-supervised-learning pre-training iclr2020 vl-bert

Updated Sep 23, 2020
Jupyter Notebook

fangchangma / self-supervised-depth-completion

Star

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

computer-vision deep-learning pytorch lidar kitti-dataset depth-estimation depth-prediction self-supervised-learning depth-completion

Updated Sep 1, 2020
Python

MrGiovanni / ModelsGenesis

Star

Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019

transfer-learning representation-learning 3d-model fine-tuning self-supervised-learning pre-trained-model

Updated Nov 2, 2020
MATLAB

santi-pdp / pase

Star

Problem Agnostic Speech Encoder

deep-learning pytorch unsupervised-learning speech-processing multi-task-learning waveform-analysis self-supervised-learning

Updated May 20, 2020
Python

ppliuboy / SelFlow

Star

SelFlow: Self-Supervised Learning of Optical Flow

deep-learning optical-flow unsupervised-learning unflow self-supervised-learning

Updated Jun 11, 2020
Python

Self-Supervised-Speech-Pretraining-and-Representation-Learning

andi611 / Self-Supervised-Speech-Pretraining-and-Representation-Learning

Star

The S3PRL speech toolkit: self-supervised pre-training and representation learning of Mockingjay, TERA, A-ALBERT, APC, and more to come. With easy-to-use standard downstream evaluation scripts including phone classification, speaker recognition, and ASR. (All in Pytorch!)

pytorch speech-recognition kaldi representation-learning tera speaker-recognition albert bert asr apc timit mockingjay librispeech self-supervised-learning speech-representation phone-classification speech-pretraining pytorch-kaldi aalbert upstream-models

Updated Nov 6, 2020
Python

yukimasano / self-label

Star

Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

clustering resnet representation-learning self-supervised-learning resnet-v2 iclr2020

Updated Nov 3, 2020
Python

hangzhaomit / Sound-of-Pixels

Star

Codebase for ECCV18 "The Sound of Pixels"

computer-vision self-supervised-learning sound-separation cross-modality

Updated Dec 12, 2019
Python

YyzHarry / imbalanced-semi-self

Star

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

semi-supervised-learning class-imbalance imbalanced-data imbalanced-learning long-tail unlabeled-data self-supervised-learning neurips imbalanced-classification neurips-2020 long-tailed-recognition

Updated Oct 21, 2020
Python

Huangying-Zhan / DF-VO

Star

Depth and Flow for Visual Odometry

optical-flow depth-estimation visual-odometry self-supervised-learning icra2020

Updated May 10, 2020
Python

vt-vl-lab / DF-Net

Star

[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency

depth optical-flow self-supervised-learning

Updated Sep 11, 2018
Python

PaddlePaddle / FleetX

Star

Paddle Distributed Training Extended. 飞桨分布式训练扩展包

benchmark cloud lightning elastic unsupervised-learning large-scale data-parallelism paddlepaddle model-parallelism distributed-algorithm self-supervised-learning pipeline-parallelism pretraining fleet-api paddlecloud

Updated Nov 5, 2020
Shell

Sungman-Cho / Awesome-Self-Supervised-Papers

Star

Paper bank for Self-Supervised Learning

awesome sota self-supervised self-supervised-learning cvpr2020

Updated Nov 4, 2020

hendrycks / ss-ood

Star

Self-Supervised Learning for OOD Detection (NeurIPS 2019)

uncertainty robustness self-supervised self-supervised-learning out-of-distribution-detection

Updated Apr 22, 2020
Python

sthalles / PyTorch-BYOL

Star

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

deep-learning pytorch representation-learning unsupervised-learning self-supervised-learning byol simclr

Updated Aug 19, 2020
Jupyter Notebook

acbull / GPT-GNN

Star

Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"

graph-neural-networks self-supervised-learning graph-representation-learning pre-training

Updated Sep 28, 2020
Python

jyhjinghwang / SegSort

Star

SegSort: Segmentation by Discriminative Sorting of Segments

computer-vision deep-learning metric-learning semantic-segmentation self-supervised-learning

Updated Oct 1, 2020
Python

iamyuanchung / Autoregressive-Predictive-Coding

Star

Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning

pytorch representation-learning unsupervised-learning self-supervised-learning pre-training

Updated Jan 29, 2020
Python

bl0 / moco

Star

Unofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learning"

pytorch imagenet unsupervised-learning resnet-50 moco self-supervised-learning momentum-contrast contrast-learning

Updated Mar 25, 2020
Python

XiaohangZhan / conditional-motion-propagation

Star

Code for our CVPR 2019 work.

deep-learning representation-learning unsupervised-learning self-supervised video-generation self-supervised-learning motion-prediction interactive-annotation

Updated Jul 19, 2019
Python

cmhungsteve / SSTDA

Star

[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)

video pytorch video-understanding domain-adaptation self-supervised-learning action-segmentation domain-discrepancy temporal-dynamics cvpr2020

Updated Oct 7, 2020
Python

Improve this page

Add a description, image, and links to the self-supervised-learning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the self-supervised-learning topic, visit your repo's landing page and select "manage topics."

You can’t perform that action at this time.