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Projects in Awesome Lists tagged with class-imbalance
A curated list of projects in awesome lists tagged with class-imbalance .
https://github.com/YyzHarry/imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
class-imbalance imbalanced-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition neurips neurips-2020 self-supervised-learning semi-supervised-learning unlabeled-data
Last synced: 03 Aug 2024
https://github.com/zhiningliu1998/imbalanced-ensemble
🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
class-imbalance classification data-mining data-science ensemble ensemble-imbalanced-learning ensemble-learning ensemble-model imbalanced-classification imbalanced-data imbalanced-learning long-tail machine-learning multi-class-classification python python3 scikit-learn sklearn
Last synced: 26 Sep 2024
https://github.com/zhiningliu1998/self-paced-ensemble
[ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架
class-imbalance classification ensemble ensemble-learning ensemble-methods ensemble-model imbalance-classification imbalanced-data imbalanced-learn imbalanced-learning machine-learning pypi python3
Last synced: 03 Oct 2024
https://github.com/dvlab-research/Parametric-Contrastive-Learning
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
class-imbalance contrastive-learning iccv2021 image-classification imagenet imbalanced-data imbalanced-learning long-tailed-recognition parametric-contrastive-learning pytorch supervised-contrastive-learning supervised-learning tpami
Last synced: 03 Aug 2024
https://github.com/zhiningliu1998/mesa
NeurIPS’20 | Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题
class-imbalance ensemble ensemble-machine-learning ensemble-model imbalance-classification imbalanced-data imbalanced-learn imbalanced-learning mesa meta-learning-algorithms meta-sampler meta-training
Last synced: 03 Oct 2024
https://github.com/ZhiningLiu1998/mesa
NeurIPS’20 | Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题
class-imbalance ensemble ensemble-machine-learning ensemble-model imbalance-classification imbalanced-data imbalanced-learn imbalanced-learning mesa meta-learning-algorithms meta-sampler meta-training
Last synced: 01 Aug 2024
https://github.com/jiequancui/ResLT
ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)
class-imbalance imbalance-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition
Last synced: 03 Aug 2024
https://github.com/sayakpaul/breast-cancer-detection-using-deep-learning
Experiments to show the usage of deep learning to detect breast cancer from breast histopathology images
class-imbalance computer-vision deep-learning fastai medical-imaging resnet50
Last synced: 03 Oct 2024
https://github.com/ZerojumpLine/ModelEvaluationUnderClassImbalance
[MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.
class-imbalance medical-image-computing model-calibration
Last synced: 01 Aug 2024
