Vanint / Awesome-LongTailed-Learning
A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).
☆553Updated 5 months ago
Alternatives and similar repositories for Awesome-LongTailed-Learning:
Users that are interested in Awesome-LongTailed-Learning are comparing it to the libraries listed below
- ☆478Updated 6 months ago
- A curated list of long-tailed recognition resources.☆584Updated last year
- This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Re…☆159Updated 2 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆272Updated 2 years ago
- The Official Repository for "Generalized OOD Detection: A Survey"☆455Updated 2 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆670Updated 3 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆967Updated 3 years ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,341Updated last year
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆584Updated 2 years ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,313Updated last year
- CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark☆650Updated 3 weeks ago
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆499Updated 10 months ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,268Updated 7 months ago
- Awesome Few-Shot Class-Incremental Learning☆237Updated last year
- ❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119☆1,105Updated last year
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆751Updated 4 years ago
- Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)☆251Updated 7 months ago
- A curated (most recent) list of resources for Learning with Noisy Labels☆692Updated 6 months ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆556Updated 4 years ago
- ☆163Updated 2 years ago
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆450Updated 2 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆580Updated 11 months ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆779Updated last year
- 关于domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model各式各样研究的阅读笔记☆1,199Updated last year
- 😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库☆1,433Updated 2 months ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆567Updated 8 months ago
- An up-to-date list of works on Multi-Task Learning☆341Updated 5 months ago
- Official implementation of paper "Query2Label: A Simple Transformer Way to Multi-Label Classification".☆436Updated 3 years ago
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆400Updated 7 months ago
- [CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427☆385Updated 2 years ago