simclr topic
PyTorch-BYOL
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
SimCLRv1-keras-tensorflow
Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)
SelfSup
Collections of self-supervised methods, based on cvpods.
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 Car...
FlatCLR
FlatNCE: A Novel Contrastive Representation Learning Objective
SimSiam
Exploring Simple Siamese Representation Learning
SimCLR
Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"
pytorch-image-models-with-simclr
Multi-label classification based on timm, and add SimCLR to timm.
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
SimCLR-tensorflow
TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations