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class imbalance

555 papers

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Co-occurring keywords

text classification (6793) data augmentation (3052) long-tailed distribution (142) representation learning (6206) semi-supervised learning (2341) multi-label classification (1009) transformer model (1996) long-tailed recognition (42) image classification (1944) loss function (462)

Papers

Fenchel-Young Losses with Skewed Entropies for Class-posterior Probability Estimation AISTATS 2021
Towards Resolving the Challenge of Long-Tail Distribution in UAV Images for Object Detection WACV 2021
VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning CVPR 2021
Self-Damaging Contrastive Learning ICML 2021
Procrustean Training for Imbalanced Deep Learning ICCV 2021
Parametric Contrastive Learning ICCV 2021
Multi-task Learning in Argument Mining for Persuasive Online Discussions EMNLP 2021
Token-Level Supervised Contrastive Learning for Punctuation Restoration INTERSPEECH 2021
Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks AAAI 2021
Handling Extreme Class Imbalance in Technical Logbook Datasets IJCNLP 2021
DropLoss for Long-Tail Instance Segmentation AAAI 2021
Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification EMNLP 2021
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification CVPR 2021
Handling Extreme Class Imbalance in Technical Logbook Datasets ACL 2021
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition CVPR 2021
Good-Enough Example Extrapolation EMNLP 2021
Fairness-aware Class Imbalanced Learning EMNLP 2021
CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning CVPR 2021
Background Splitting: Finding Rare Classes in a Sea of Background CVPR 2021
RareBERT: Transformer Architecture for Rare Disease Patient Identification using Administrative Claims AAAI 2021
Long-Tailed Multi-Label Visual Recognition by Collaborative Training on Uniform and Re-Balanced Samplings CVPR 2021
Addressing Class Imbalance in Federated Learning AAAI 2021
Adversarial Robustness Under Long-Tailed Distribution CVPR 2021
Uplift Modeling with High Class Imbalance ACML 2021
PML: Progressive Margin Loss for Long-Tailed Age Classification CVPR 2021