PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
PyTorch implementation of Contrastive Learning methods
#计算机科学#A comprehensive list of awesome contrastive self-supervised learning papers.
#计算机科学#PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
#人脸识别#Implementing Siamese networks with a contrastive loss for similarity learning
A contrastive learning based semi-supervised segmentation network for medical image segmentation
#自然语言处理#[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
#自然语言处理#Paper List for Contrastive Learning for Natural Language Processing
#计算机科学#PyGCL: A PyTorch Library for Graph Contrastive Learning
#计算机科学#CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
#自然语言处理#A list of contrastive Learning papers
Model-Contrastive Federated Learning (CVPR 2021)
[ICML2022] Contrastive Learning with Boosted Memorization
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
#计算机科学#Keras implementation of Representation Learning with Contrastive Predictive Coding
Official PyTorch implementation of Contrastive Learning of Musical Representations
Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning