Topic: self-supervised-learning Goto Github

👇 Here are 1169 public repositories matching this topic...

acbull / gpt-gnn
self-supervised-learning,Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"
User: acbull
graph-neural-networks graph-representation-learning pre-training self-supervised-learning

alibaba / easycv
self-supervised-learning,An all-in-one toolkit for computer vision
Organization: alibaba
self-supervised-learning transformers classification computer-vision object-detection pytorch vision-transformer

asheeshcric / awesome-contrastive-self-supervised-learning
self-supervised-learning,A comprehensive list of awesome contrastive self-supervised learning papers.
User: asheeshcric
hacktoberfest-accepted self-supervised-learning representation-learning unsupervised-learning deep-learning transfer-learning

chandlerbang / awesome-self-supervised-gnn
self-supervised-learning,Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
User: chandlerbang
graph-neural-networks pretraining self-supervised-learning deep-learning machine-learning graph-mining pre-training graph-self-supervised-learning

chengtan9907 / openstl
self-supervised-learning,OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
User: chengtan9907
Home Page: https://openstl.readthedocs.io/en/latest/
benchmark deep-learning predictive-learning pytorch self-supervised-learning video-prediction weather-forecast awesome-list artificial-intelligence attention-mechanism

dev-sungman / awesome-self-supervised-papers
self-supervised-learning,Paper bank for Self-Supervised Learning
User: dev-sungman
self-supervised-learning cvpr2020 self-supervised sota awesome

dipy / dipy
self-supervised-learning,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. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.
Organization: dipy
Home Page: https://dipy.org
diffusion-mri dti tractography tractometry registration denoising spherical-harmonics dki tracking contextual-enhancement

divelab / dig
self-supervised-learning,A library for graph deep learning research
User: divelab
Home Page: https://diveintographs.readthedocs.io/
deep-learning graph-neural-network graph-generation explainable-ml self-supervised-learning 3d-graph

dmitryryumin / interspeech-2023-papers
self-supervised-learning,INTERSPEECH 2023 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!
User: dmitryryumin
interspeech speech-technology machine-translation speech-synthesis asr prosody self-supervised-learning speech-production speech-coding transmission

edisonleeeee / awesome-masked-autoencoders
self-supervised-learning,A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).
User: edisonleeeee
mae masked-autoencoder self-supervised-learning

fangchangma / self-supervised-depth-completion
self-supervised-learning,ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"
User: fangchangma
depth-estimation depth-completion depth-prediction lidar deep-learning pytorch computer-vision self-supervised-learning kitti-dataset

google-research / simclr
self-supervised-learning,SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Organization: google-research
Home Page: https://arxiv.org/abs/2006.10029
simclr contrastive-learning representation-learning self-supervised-learning unsupervised-learning computer-vision simclrv2

huangying-zhan / df-vo
self-supervised-learning,Depth and Flow for Visual Odometry
User: huangying-zhan
Home Page: https://df-vo.readthedocs.io
visual-odometry depth-estimation optical-flow self-supervised-learning icra2020

jackroos / vl-bert
self-supervised-learning,Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
User: jackroos
pre-training representation-learning self-supervised-learning vision-and-language bert pytorch iclr2020 vl-bert

jindongwang / transferlearning
self-supervised-learning,Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
User: jindongwang
Home Page: http://transferlearning.xyz/
transferlearning domain-adaptation transfer-learning survey deep-learning generalization few-shot tutorial-code theory papers

kevinmusgrave / pytorch-metric-learning
self-supervised-learning,The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
User: kevinmusgrave
Home Page: https://kevinmusgrave.github.io/pytorch-metric-learning/
metric-learning deep-learning computer-vision machine-learning pytorch deep-metric-learning image-retrieval self-supervised-learning contrastive-learning embeddings

keyu-tian / spark
self-supervised-learning,[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
User: keyu-tian
Home Page: https://arxiv.org/abs/2301.03580
bert convnet convolutional-neural-networks masked-image-modeling pre-trained-model self-supervised-learning sparse-convolution ssl cnn iclr

lightly-ai / lightly
self-supervised-learning,A python library for self-supervised learning on images.
Organization: lightly-ai
Home Page: https://docs.lightly.ai/self-supervised-learning/
deep-learning self-supervised-learning machine-learning computer-vision pytorch embeddings contrastive-learning

lirongwu / awesome-graph-self-supervised-learning
self-supervised-learning,Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
User: lirongwu
self-supervised-learning machine-learning unsupervised-learning graph-neural-networks pre-training data-augmentation pretext-task representation-learning transfer-learning deep-learning

lucidrains / byol-pytorch
self-supervised-learning,Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
User: lucidrains
artificial-intelligence deep-learning self-supervised-learning

mcg-nju / videomae
self-supervised-learning,[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
Organization: mcg-nju
Home Page: https://arxiv.org/abs/2203.12602
self-supervised-learning action-recognition video-understanding masked-autoencoder transformer vision-transformer video-transformer mae pytorch video-representation-learning

megvii-basedetection / cvpods
self-supervised-learning,All-in-one Toolbox for Computer Vision Research.
Organization: megvii-basedetection
Home Page: https://cvpods.readthedocs.io
pytorch detection 3d classification keypoints self-supervised-learning segmentation research cvpods computer-vision

microsoft / simmim
self-supervised-learning,This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
Organization: microsoft
Home Page: https://arxiv.org/abs/2111.09886
self-supervised-learning masked-image-modeling image-classification swin-transformer

mkocabas / epipolarpose
self-supervised-learning,Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)
User: mkocabas
human-pose-estimation 3d-pose-estimation pytorch computer-vision cvpr2019 cvpr-2019 cvpr cvpr19 self-supervised-learning machine-learning

mrgiovanni / modelsgenesis
self-supervised-learning,[MICCAI 2019] [MEDIA 2020] Models Genesis
User: mrgiovanni
fine-tuning representation-learning transfer-learning self-supervised-learning 3d-model pre-trained-model foundation-models

nianticlabs / manydepth
self-supervised-learning,[CVPR 2021] Self-supervised depth estimation from short sequences
Organization: nianticlabs
kitti cityscapes depths monodepth depth-estimation pytorch cvpr2021 cvpr self-supervised-learning self-supervised

open-mmlab / mmpretrain
self-supervised-learning,OpenMMLab Pre-training Toolbox and Benchmark
Organization: open-mmlab
Home Page: https://mmpretrain.readthedocs.io/en/latest/
image-classification resnet mobilenet pytorch deep-learning swin-transformer beit clip constrastive-learning convnext

open-mmlab / mmselfsup
self-supervised-learning,OpenMMLab Self-Supervised Learning Toolbox and Benchmark
Organization: open-mmlab
Home Page: https://mmselfsup.readthedocs.io/en/latest/
self-supervised-learning unsupervised-learning pytorch moco simclr simsiam mae masked-image-modeling beit

openvinotoolkit / training_extensions
self-supervised-learning,Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Organization: openvinotoolkit
Home Page: https://openvinotoolkit.github.io/training_extensions/
openvino computer-vision deep-learning pytorch neural-networks-compression quantization hyper-parameter-optimization image-classification image-segmentation object-detection self-supervised-learning semi-supervised-learning transfer-learning action-recognition anomaly-detection datumaro automl machine-learning incremental-learning

paddlepaddle / paddlehelix
self-supervised-learning,Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
Organization: paddlepaddle
biocomputing machine-learning deeplearning rna-structure-prediction dti representation-learning graph-networks protein-structure-prediction self-supervised-learning ppi

paddlepaddle / paddlespeech
self-supervised-learning,Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.
Organization: paddlepaddle
Home Page: https://paddlespeech.readthedocs.io
transformer conformer speech-translation streaming-asr speech-alignment punctuation-restoration streaming-tts speech-synthesis tts asr

robotlocomotion / pytorch-dense-correspondence
self-supervised-learning,Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"
Organization: robotlocomotion
Home Page: https://arxiv.org/pdf/1806.08756.pdf
pytorch robotics manipulation computer-vision deep-learning 3d vision artificial-intelligence self-supervised-learning

s3prl / s3prl
self-supervised-learning,Self-Supervised Speech Pre-training and Representation Learning Toolkit
Organization: s3prl
Home Page: https://s3prl.github.io/s3prl/
speech-representation mockingjay representation-learning apc tera self-supervised-learning speech-pretraining vq-apc wav2vec vq-wav2vec

salesforce / pcl
self-supervised-learning,PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
Organization: salesforce
representation-learning self-supervised-learning unsupervsied-learning contrastive-learning pre-trained-model

shen-lab / graphcl
self-supervised-learning,[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen
User: shen-lab
graph-neural-network contrastive-learning self-supervised-learning pre-training

sthalles / pytorch-byol
self-supervised-learning,PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
User: sthalles
pytorch byol representation-learning simclr unsupervised-learning deep-learning self-supervised-learning

swintransformer / transformer-ssl
self-supervised-learning,This is an official implementation for "Self-Supervised Learning with Swin Transformers".
Organization: swintransformer
Home Page: https://arxiv.org/abs/2105.04553
transformer swin-transformer self-supervised-learning

tinghuiz / sfmlearner
self-supervised-learning,An unsupervised learning framework for depth and ego-motion estimation from monocular videos
User: tinghuiz
deep-learning depth-prediction visual-odometry self-supervised-learning unsupervised-learning

tinyvision / solider
self-supervised-learning,A Semantic Controllable Self-Supervised Learning Framework to learn general human representations from massive unlabeled human images, which can benefit downstream human-centric tasks to the maximum extent
Organization: tinyvision
cvpr2023 self-supervised-learning human-centric

torchssl / torchssl
self-supervised-learning,A PyTorch-based library for semi-supervised learning (NeurIPS'21)
Organization: torchssl
semi-supervised-learning toolkit codebase pytorch machine-learning computer-vision deep-learning self-supervised-learning

vitae-transformer / vitpose
self-supervised-learning,The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"
Organization: vitae-transformer
deep-learning distillation mae pose-estimation pytorch self-supervised-learning vision-transformer

vturrisi / solo-learn
self-supervised-learning,solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
User: vturrisi
simclr nvidia-dali contrastive-learning pytorch pytorch-lightning barlow-twins self-supervised-learning swav byol moco

wenet-e2e / wespeaker
self-supervised-learning,Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit
Organization: wenet-e2e
asv campplus cnceleb dino ecapa-tdnn eres2net nist-sre plda production-ready pytorch repvgg resnet self-supervised-learning speaker-diarization speaker-recognition speaker-verification ssl tdnn voxceleb xvector

westlake-ai / openmixup
self-supervised-learning,CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
Organization: westlake-ai
Home Page: https://openmixup.readthedocs.io
pytorch awesome-list awesome-mim awesome-mixup contrastive-learning data-augmentation image-classifcation imagenet masked-image-modeling mixup

wvangansbeke / unsupervised-classification
self-supervised-learning,SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
User: wvangansbeke
Home Page: https://arxiv.org/abs/2005.12320
unsupervised-learning image-classification self-supervised-learning clustering eccv-2020 eccv2020 representation-learning contrastive-learning simclr moco

wxinlong / densecl
self-supervised-learning,Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.
User: wxinlong
densecl self-supervised-learning cvpr2021 dense-contrastive-learning

yueliu1999 / awesome-deep-graph-clustering
self-supervised-learning,Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
User: yueliu1999
deep-clustering graph-neural-networks self-supervised-learning representation-learning surveys data-mining deep-learning graph-convolutional-networks graph-embedding network-embedding

yukimasano / self-label
self-supervised-learning,Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
User: yukimasano
Home Page: http://www.robots.ox.ac.uk/~vgg/research/self-label/
iclr2020 self-supervised-learning representation-learning clustering resnet resnet-v2

yyzharry / imbalanced-semi-self
self-supervised-learning,[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
User: yyzharry
Home Page: https://arxiv.org/abs/2006.07529
imbalanced-learning imbalanced-classification semi-supervised-learning unlabeled-data self-supervised-learning long-tail long-tailed-recognition class-imbalance neurips neurips-2020

zhirongw / lemniscate.pytorch
self-supervised-learning,Unsupervised Feature Learning via Non-parametric Instance Discrimination
User: zhirongw
computer-vision deep-learning unsupervised-learning imagenet pytorch nce cvpr2018 representation-learning self-supervised-learning