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Class Imbalance

16 papers

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Papers

ALO: Addressing Class Imbalance in Radiology Report Generation through Anatomy-Level Oversampling MIDL 2026
Difficulty-aware Balancing Margin Loss for Long-tailed Recognition AAAI 2025
LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing AAAI 2025
SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors ACL 2025
Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem NIPS 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning CVPR 2024
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning CVPR 2024
Rethinking Image Super Resolution From Long-Tailed Distribution Learning Perspective CVPR 2023
FCC: Feature Clusters Compression for Long-Tailed Visual Recognition CVPR 2023
Learning To Learn Across Diverse Data Biases in Deep Face Recognition CVPR 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection CVPR 2022
Bayes at FigLang 2022 Euphemism Detection shared task: Cost-Sensitive Bayesian Fine-tuning and Venn-Abers Predictors for Robust Training under Class Skewed Distributions EMNLP 2022
Ahmed and Khalil at NADI 2022: Transfer Learning and Addressing Class Imbalance for Arabic Dialect Identification and Sentiment Analysis EMNLP 2022
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning NIPS 2021
Overcoming Classifier Imbalance for Long-Tail Object Detection With Balanced Group Softmax CVPR 2020
Rare Event Detection Using Disentangled Representation Learning CVPR 2019