simclr
There are 94 repositories under simclr topic.
google-research/simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
open-mmlab/mmselfsup
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
sthalles/SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
vturrisi/solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
wvangansbeke/Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
tensorflow/similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
Spijkervet/SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
sthalles/PyTorch-BYOL
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
PaddlePaddle/PASSL
PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，simsiam, SwAV, BEiT，MAE 等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PVTv2 等基础视觉算法
mpatacchiola/self-supervised-relational-reasoning
Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.
p-giakoumoglou/pyssl
Self-Supervised Learning in PyTorch
miccunifi/ARNIQA
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
mwdhont/SimCLRv1-keras-tensorflow
Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)
Separius/SimCLRv2-Pytorch
Pretrained SimCLRv2 models in Pytorch
Junya-Chen/FlatCLR
FlatNCE: A Novel Contrastive Representation Learning Objective
AIM-Harvard/foundation-cancer-image-biomarker
[Nature Machine Intelligence 2024] Code and evaluation repository for the paper
mdiephuis/SimCLR
Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"
iantangc/ContrastiveLearningHAR
Contrastive Learning (SimCLR) for Human Activity Recognition
VITA-Group/CV_LTH_Pre-training
[CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang
leaderj1001/SimSiam
Exploring Simple Siamese Representation Learning
V2AI/SelfSup
Collections of self-supervised methods, based on cvpods.
rush2406/Self-Supervised-Learning-for-Fine-grained-Image-Classification
Applied Self Supervised Learning techniques such as Jigsaw as pretext task, SRGAN and SimCLR for fine-grained classification
yang-ruixin/pytorch-image-models-with-simclr
Multi-label classification based on timm, and add SimCLR to timm.
HymEric/Awesome-Representation-Learning-CV-PaperAndCode
Awesome-Representation-Learning-CV-PaperAndCodes, lasted development in the representation learning area.
sthalles/SimCLR-tensorflow
TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
bulatkh/csshar_tfa
Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition
theolepage/sslsv
Framework for training and evaluating self-supervised learning methods for speaker verification.
groomata/vision
Clean, reproducible, boilerplate-free deep learning project template.
thunderInfy/simclr
This repo contains code for SimCLR : A Simple Framework for Contrastive Learning of Visual Representations
pritamqu/OOD-VSSL
[NeurIPS 2023 (Spotlight)] Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts
bayer-science-for-a-better-life/contrastive-reconstruction
Tensorflow-keras implementation for Contrastive Reconstruction (ConRec) : a self-supervised learning algorithm that obtains image representations by jointly optimizing a contrastive and a self-reconstruction loss.
sooonwoo/CL-Baselines
This is a Pytorch implementation of contrastive Learning(CL) baselines.
wgcban/mix-bt
Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples
YeonwooSung/SelfSupervisedLearning_PyTorch
PyTorch Implementation of Self-Supervised Learning models
TsungWeiTsai/SimCLR
Unofficial Pytorch Implementation of "A Simple Framework for Contrastive Learning of Visual Representations"
audrina-ebrahimi/AK_SSL
A python library for self-supervised learning