Vanint / Awesome-LongTailed-LearningLinks
A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).
☆972Updated last month
Alternatives and similar repositories for Awesome-LongTailed-Learning
Users that are interested in Awesome-LongTailed-Learning are comparing it to the libraries listed below
Sorting:
- A curated (most recent) list of resources for Learning with Noisy Labels☆702Updated 10 months ago
- A scientific and useful toolbox, which contains practical and effective long-tail related tricks with extensive experimental results☆457Updated 3 years ago
- CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark☆657Updated 4 months ago
- [IJCAI 2023] ProMix: Combating Label Noise via Maximizing Clean Sample Utility☆82Updated last year
- Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.☆173Updated 2 years ago
- A unified source-free domain adaptation framework.☆187Updated 2 months ago
- Cross-modal few-shot adaptation with CLIP☆343Updated 3 months ago
- [Survey] Awesome List of Mixup Augmentation and Beyond (https://arxiv.org/abs/2409.05202)☆153Updated 10 months ago
- ☆484Updated 10 months ago
- [ACM CSUR 2025] Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances☆139Updated this week
- [ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for …☆1,354Updated last year
- [Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)☆341Updated 4 months ago
- A curated list of long-tailed recognition resources.☆586Updated 2 years ago
- GMoE could be the next backbone model for many kinds of generalization task.☆273Updated 2 years ago
- Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆510Updated last year
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,362Updated last year
- Multi-Modal learning toolkit based on PaddlePaddle and PyTorch, supporting multiple applications such as multi-modal classification, cros…☆476Updated 2 years ago
- 关于domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model各式各样研究的阅读笔记☆1,226Updated last year
- This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Re…☆162Updated 2 years ago
- An awesome paper list of Semi-Supervised Learning under realistic settings.☆119Updated 9 months ago
- A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.☆1,032Updated last year
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆565Updated 4 years ago
- (CVPR 2024) Active Generalized Category Discovery☆51Updated 10 months ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆272Updated 2 years ago
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,514Updated last week
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆1,052Updated last month
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,354Updated last year
- The Official Repository for "Generalized OOD Detection: A Survey"☆456Updated 2 years ago
- [NeurIPS 2024] Official PyTorch implementation of the paper "Classifier-guided Gradient Modulation for Enhanced Multimodal Learning"☆30Updated 10 months ago
- (NeurIPS 2024) Happy: A Debiased Learning Framework for Continual Generalized Category Discovery☆39Updated 4 months ago