salesforce / PCLLinks
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
☆598Updated 4 months ago
Alternatives and similar repositories for PCL
Users that are interested in PCL are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆566Updated 5 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆496Updated 3 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆833Updated 3 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆570Updated 5 years ago
- Code for the paper "Contrastive Clustering" (AAAI 2021)☆323Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆798Updated last year
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆684Updated 3 years ago
- ICLR 2021, Contrastive Learning with Hard Negative Samples☆274Updated 4 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆272Updated 2 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆473Updated 3 years ago
- ☆484Updated 11 months ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,289Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,211Updated 2 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆790Updated 2 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆542Updated last year
- A curated list of long-tailed recognition resources.☆586Updated 2 years ago
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆451Updated 3 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆975Updated 3 years ago
- Pytorch implementation for t-SNE with cuda to accelerate☆337Updated 2 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆653Updated last year
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆593Updated 2 years ago
- "In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Riz…☆236Updated 2 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆282Updated 2 years ago
- Experiments with supervised contrastive learning methods with different loss functions☆221Updated 2 years ago
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆449Updated 2 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆568Updated last year
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆296Updated 2 years ago
- The Official Repository for "Generalized OOD Detection: A Survey"☆456Updated 2 years ago
- PyTorch implementation of the InfoNCE loss for self-supervised learning.☆582Updated last year
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆428Updated 5 years ago