long-tail topic

List long-tail repositories

OpenLongTailRecognition-OLTR

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Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

imbalanced-regression

774
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128
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[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

imbalanced-semi-self

734
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115
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[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

imbalanced-ensemble

289
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47
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🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

multi-domain-imbalance

125
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15
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[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

LOCE

54
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10
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Exploring Classification Equilibrium in Long-Tailed Object Detection, ICCV2021

ResLT

54
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5
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ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)

LREBench

33
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1
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[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study

TailCalibX

38
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4
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Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

DropLoss

42
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8
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Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch