Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
-
Updated
Jul 16, 2022 - Python
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)
Exploring Classification Equilibrium in Long-Tailed Object Detection, ICCV2021
Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch
[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study
[CVPR 2024] Code for our Paper "DeiT-LT: Distillation Strikes Back for Vision Transformer training on Long-Tailed Datasets"
[DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, Ronald M. Summers, Yifan Peng, and Zhangyang Wang
[ICML 2024, Official Code] First work to propose a solution to the long-tail problem in IAA. 首篇针对IAA中的长尾问题提出解决方案的工作
Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering
Temperature Schedules for self-supervised contrastive methods on long-tail data (ICLR'23)
[arXiv'24] The official implementation code of LLM-ESR.
The souce code of MICCAI'23 paper: Combat Long-tails in Medical Classification with Relation-aware Consistency and Virtual Features Compensation
Longtail transforms RV from the given empirical distribution to the standard normal distribution
Perform distribution analysis on heavy-tailed distributed data
Add a description, image, and links to the long-tail topic page so that developers can more easily learn about it.
To associate your repository with the long-tail topic, visit your repo's landing page and select "manage topics."