[ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute-wise imbalance within each class. The proposed IFL together with other baselines are also included.
☆124Jan 6, 2026Updated 2 months ago
Alternatives and similar repositories for Generalized-Long-Tailed-Benchmarks.pytorch
Users that are interested in Generalized-Long-Tailed-Benchmarks.pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197☆129Nov 30, 2024Updated last year
- [NeurIPS 2023] Generalized Logit Adjustment☆40Apr 21, 2024Updated last year
- Code Release for “Balanced Contrastive Learning for Long-Tailed Visual Recognition”☆113Oct 31, 2022Updated 3 years ago
- ☆56Oct 5, 2022Updated 3 years ago
- [ECCV2022,oral] Identifying Hard Noise in Long-Tailed Sample Distribution☆73Jul 20, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- This repository contains code for the paper 'Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation'.☆18Aug 6, 2022Updated 3 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆573Jan 6, 2026Updated 2 months ago
- Code for: Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification☆27May 9, 2025Updated 10 months ago
- A curated list of papers & resources linked to concept learning☆12Aug 9, 2023Updated 2 years ago
- (NeurIPS 2024) What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights☆27Oct 28, 2024Updated last year
- [ECCV2022] The PyTorch implementation of paper "Equivariance and Invariance Inductive Bias for Learning from Insufficient Data"☆19Oct 12, 2022Updated 3 years ago
- [CVPR2023] Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions☆76Sep 1, 2023Updated 2 years ago
- [CVPR 2021] MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition☆61Dec 11, 2022Updated 3 years ago
- A curated list of long-tailed recognition resources.☆582Jun 13, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition☆69Oct 1, 2022Updated 3 years ago
- ☆57Apr 3, 2023Updated 2 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆974Oct 12, 2021Updated 4 years ago
- ☆13Dec 28, 2023Updated 2 years ago
- [AAAI 2022 Oral] This is a Pytorch implementation of the AAAI 2022 paper "Cross-Domain Empirical Risk Minimization for Unbiased Long-tail…☆33Feb 17, 2022Updated 4 years ago
- ☆29Mar 3, 2021Updated 5 years ago
- [ICML 2021] “ Self-Damaging Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang☆63Dec 30, 2021Updated 4 years ago
- This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Re…☆165Oct 4, 2022Updated 3 years ago
- [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"☆30Oct 23, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- [ECCV2022] New benchmark for evaluating pre-trained model; New supervised contrastive learning framework.☆110Dec 8, 2023Updated 2 years ago
- ☆19Jul 13, 2025Updated 8 months ago
- PyTorch implementation of the paper: Long-tail Learning via Logit Adjustment☆117Sep 7, 2021Updated 4 years ago
- Implementation for ECCV 2022 Paper "Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-Of-Distribution Generali…☆20Jul 18, 2022Updated 3 years ago
- ☆12May 19, 2023Updated 2 years ago
- Temperature Schedules for self-supervised contrastive methods on long-tail data (ICLR'23)☆18Apr 25, 2023Updated 2 years ago
- [ECCV 2022] Tackling Long-Tailed Category Distribution Under Domain Shifts☆25Nov 29, 2022Updated 3 years ago
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆1,014Nov 25, 2025Updated 4 months ago
- Implement Code for UniMix and Bayias Compensated Loss☆19Mar 7, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆153Nov 10, 2021Updated 4 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆870Jul 16, 2022Updated 3 years ago
- ☆59Feb 20, 2022Updated 4 years ago
- ☆16Oct 2, 2022Updated 3 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆272Apr 8, 2023Updated 2 years ago
- a TensorFlow implementation of the paper "Feature Super-Resolution Based Facial Expression Recognition for Multi-scale Low-Resolution Ima…☆13Nov 30, 2021Updated 4 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 3 years ago