2025 "class imbalance" Papers

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DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation

Maregu Assefa, Muzammal Naseer, IYYAKUTTI IYAPPAN GANAPATHI et al.

CVPR 2025posterarXiv:2504.04566

Improved Balanced Classification with Theoretically Grounded Loss Functions

Corinna Cortes, Mehryar Mohri, Yutao Zhong

NeurIPS 2025posterarXiv:2512.23947

Learning Dense Hand Contact Estimation from Imbalanced Data

Daniel Jung, Kyoung Mu Lee

NeurIPS 2025posterarXiv:2505.11152

Sample-Efficient Multi-Round Generative Data Augmentation for Long-Tail Instance Segmentation

Byunghyun Kim, Minyoung Bae, Jae-Gil Lee

NeurIPS 2025poster

SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark

Bin Cao, Yang Liu, Zinan Zheng et al.

ICLR 2025poster