long-tailed-recognition topic

List long-tailed-recognition repositories

imbalanced-semi-self

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

Parametric-Contrastive-Learning

228
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29
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Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

Awesome-of-Long-Tailed-Recognition

583
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66
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A curated list of long-tailed recognition resources.

MiSLAS

141
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25
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Improving Calibration for Long-Tailed Recognition (CVPR2021)

BatchFormer

241
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20
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CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522

multi-domain-imbalance

121
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15
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[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

BCL

109
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7
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[ICML2022] Contrastive Learning with Boosted Memorization

LTR-weight-balancing

118
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9
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CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197

ResLT

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

xERM

33
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7
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[AAAI 2022 Oral] This is a Pytorch implementation of the AAAI 2022 paper "Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification"