☆492Oct 12, 2024Updated 2 years ago
Alternatives and similar repositories for awesome-long-tail-learning
Users that are interested in awesome-long-tail-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆1,031Nov 25, 2025Updated 11 months ago
- Papers about long-tailed tasks☆92Feb 2, 2023Updated 3 years ago
- Source code for the paper "Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts" (ICML 2024)☆109Oct 22, 2024Updated 2 years ago
- Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)☆69May 19, 2023Updated 3 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆979Oct 12, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 😎 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☆1,531Jun 9, 2026Updated 4 months ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆571Jan 6, 2026Updated 10 months ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆151Nov 10, 2021Updated 4 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆700Dec 25, 2021Updated 4 years ago
- A curated list of resources for Learning with Noisy Labels☆2,714May 3, 2025Updated last year
- ☆10Jul 11, 2022Updated 4 years ago
- The code accompanying our ECCV'22 papers: Constructing Balance from Imbalance for Long-tailed Image Recognition☆18Jul 20, 2022Updated 4 years ago
- VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition☆69Oct 1, 2022Updated 4 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆873Jul 16, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆274Apr 8, 2023Updated 3 years ago
- A curated (most recent) list of resources for Learning with Noisy Labels☆736Oct 18, 2024Updated 2 years ago
- A scientific and useful toolbox, which contains practical and effective long-tail related tricks with extensive experimental results☆459Jan 5, 2022Updated 4 years ago
- A list of papers that studies Novel Class Discovery☆538Sep 4, 2026Updated 2 months ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆754Apr 3, 2021Updated 5 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆666Nov 22, 2022Updated 3 years ago
- Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)☆260Jun 11, 2026Updated 4 months ago
- LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification☆100Mar 17, 2022Updated 4 years ago
- Implementation of "Distribution Alignment: A Unified Framework for Long-tail Visual Recognition"(CVPR 2021)☆118Nov 23, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆27Mar 3, 2021Updated 5 years ago
- This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Re…☆166Oct 4, 2022Updated 4 years ago
- [ CVPR 2021 Oral ] Pytorch implementation for "Adversarial Robustness under Long-Tailed Distribution"☆105Jun 17, 2021Updated 5 years ago
- ☆10Jun 29, 2022Updated 4 years ago
- [ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute…☆126Jan 6, 2026Updated 10 months ago
- This repository contains code for the paper "Disentangling Label Distribution for Long-tailed Visual Recognition", published at CVPR' 202…☆104Aug 22, 2022Updated 4 years ago
- ☆35May 2, 2022Updated 4 years ago
- Awesome-open-world-learning☆26Oct 19, 2021Updated 5 years ago
- [ICLR 2023] PyTorch implementation for "Long-Tailed Partial Label Learning via Dynamic Rebalancing"☆58Apr 21, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for "Multi-Task Curriculum Framework for Open-Set Semi-Supervised Learning"☆25Jul 23, 2020Updated 6 years ago
- ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)☆62Nov 7, 2023Updated 3 years ago
- The official implementation of Equalization Loss v1 & v2 (CVPR 2020, 2021) based on MMDetection. https://arxiv.org/abs/2012.08548 https:/…☆161Apr 1, 2022Updated 4 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆251Sep 30, 2022Updated 4 years ago
- [ICLR 2021] Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization☆42May 2, 2021Updated 5 years ago
- Exploring Classification Equilibrium in Long-Tailed Object Detection, ICCV2021☆58Mar 31, 2022Updated 4 years ago
- Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper☆809Aug 4, 2023Updated 3 years ago