salesforce / PCLLinks
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
☆610Updated 9 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"☆570Updated 5 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆835Updated 3 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆575Updated 5 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆816Updated last year
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆502Updated 3 years ago
- ICLR 2021, Contrastive Learning with Hard Negative Samples☆279Updated 4 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆697Updated 4 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,229Updated 3 years ago
- Code for the paper "Contrastive Clustering" (AAAI 2021)☆330Updated 3 years ago
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆460Updated 3 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆273Updated 2 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆547Updated last year
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,311Updated last year
- ☆494Updated last year
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆571Updated last month
- NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels☆519Updated 4 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆475Updated 4 years ago
- The Official Repository for "Generalized OOD Detection: A Survey"☆458Updated 3 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆758Updated 4 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆975Updated 4 years ago
- PyTorch implementation of Contrastive Learning methods☆1,996Updated 2 years ago
- A curated list of long-tailed recognition resources.☆586Updated 2 years ago
- "In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Riz…☆237Updated 2 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆285Updated 2 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆796Updated 2 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,336Updated 5 years ago
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆300Updated 2 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆653Updated 2 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆211Updated last year
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆603Updated 3 years ago