SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
#计算机科学#PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
#计算机科学#TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
#计算机科学#PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
#计算机科学#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
#计算机科学#Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.
#计算机科学#[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
Self-Supervised Learning in PyTorch
Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)
[Nature Machine Intelligence 2024] Code and evaluation repository for the paper
FlatNCE: A Novel Contrastive Representation Learning Objective
Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"
#时序数据库#Contrastive Learning (SimCLR) for Human Activity Recognition
[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...
Exploring Simple Siamese Representation Learning