megvii-research / BBN
The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition
☆662Updated 2 years ago
Alternatives and similar repositories for BBN:
Users that are interested in BBN are comparing it to the libraries listed below
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆954Updated 3 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆562Updated 5 months ago
- A curated list of long-tailed recognition resources.☆585Updated last year
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆851Updated 2 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆585Updated 3 years ago
- Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"☆458Updated 4 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆653Updated 3 years ago
- [ ECCV 2020 Spotlight ] Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets"☆364Updated 2 years ago
- Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019☆606Updated 3 years ago
- Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"☆787Updated 11 months ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆751Updated 3 years ago
- Implementation of the mixup training method☆465Updated 6 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆740Updated 3 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆472Updated 3 years ago
- CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.☆352Updated 2 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆641Updated last year
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆446Updated last year
- MS-Loss: Multi-Similarity Loss for Deep Metric Learning☆494Updated 2 years ago
- The Simple and Efficient Semi-Supervised Learning Method for Deep Neural Networks☆338Updated 6 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆631Updated last year
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆266Updated last year
- Deep Metric Learning☆779Updated 4 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆585Updated 2 years ago
- A PyTorch implementation of WS-DAN (Weakly Supervised Data Augmentation Network) for FGVC (Fine-Grained Visual Classification)☆406Updated 5 years ago
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆397Updated 3 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆547Updated 4 years ago
- PyTorch Implementation for Deep Metric Learning Pipelines☆570Updated 4 years ago
- TensorFlow Implementation of Deep Mutual Learning☆321Updated 6 years ago
- a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results☆862Updated 4 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆583Updated last year