zhirongw / lemniscate.pytorch
Unsupervised Feature Learning via Non-parametric Instance Discrimination
☆749Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for lemniscate.pytorch
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,301Updated 3 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆849Updated 2 years ago
- ☆514Updated last year
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆397Updated 4 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆587Updated 3 years ago
- Deep Metric Learning☆778Updated 4 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆480Updated 2 years ago
- PyTorch Implementation for Deep Metric Learning Pipelines☆572Updated 4 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆945Updated 3 years ago
- Code for Unsupervised Embedding Learning via Invariant and Spreading Instance Feature☆208Updated 5 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆583Updated 3 years ago
- Code for reproducing Manifold Mixup results (ICML 2019)☆483Updated 7 months ago
- mixup: Beyond Empirical Risk Minimization☆1,169Updated 3 years ago
- Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019☆601Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆768Updated 5 months ago
- MS-Loss: Multi-Similarity Loss for Deep Metric Learning☆492Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,939Updated last year
- Implementation of the mixup training method☆464Updated 6 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆540Updated 4 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆817Updated 2 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆636Updated last year
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆572Updated 2 years ago
- ☆558Updated 2 years ago
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆806Updated 5 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆662Updated last year
- A curated list of long-tailed recognition resources.☆583Updated last year
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆561Updated 2 months ago
- Unofficial PyTorch Reimplementation of RandAugment.☆628Updated last year
- A PyTorch implementation for Adversarial Discriminative Domain Adaptation☆474Updated 2 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆647Updated 2 years ago