zhmiao / OpenLongTailRecognition-OLTRLinks
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
☆866Updated 3 years ago
Alternatives and similar repositories for OpenLongTailRecognition-OLTR
Users that are interested in OpenLongTailRecognition-OLTR are comparing it to the libraries listed below
Sorting:
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆975Updated 3 years ago
- Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019☆612Updated 3 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆668Updated 2 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆754Updated 4 years ago
- Deep Metric Learning☆782Updated 5 years ago
- A curated list of long-tailed recognition resources.☆586Updated 2 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆569Updated last year
- PyTorch Implementation for Deep Metric Learning Pipelines☆575Updated 5 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆684Updated 3 years ago
- ☆522Updated 4 years ago
- mixup: Beyond Empirical Risk Minimization☆1,188Updated 3 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆590Updated 4 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆653Updated last year
- Implementation of the mixup training method☆466Updated 7 years ago
- Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"☆800Updated last year
- Code for reproducing Manifold Mixup results (ICML 2019)☆494Updated last year
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,147Updated 3 years ago
- 2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552☆550Updated 5 years ago
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆403Updated 4 years ago
- ☆519Updated last year
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,324Updated 4 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆636Updated 2 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆758Updated 4 years ago
- MS-Loss: Multi-Similarity Loss for Deep Metric Learning☆499Updated 2 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆454Updated 4 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆592Updated 2 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆473Updated 3 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆566Updated 6 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆587Updated 3 years ago
- Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.☆596Updated 5 years ago