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Class Imbalance

15 directly classified papers

Papers per year

Papers

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
FCC: Feature Clusters Compression for Long-Tailed Visual Recognition CVPR 2023
Rethinking Image Super Resolution From Long-Tailed Distribution Learning Perspective CVPR 2023
Ahmed and Khalil at NADI 2022: Transfer Learning and Addressing Class Imbalance for Arabic Dialect Identification and Sentiment Analysis EMNLP 2022
Learning To Learn Across Diverse Data Biases in Deep Face Recognition 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
Equalized Focal Loss for Dense Long-Tailed Object Detection CVPR 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