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class-imbalanced learning

9 papers

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Co-occurring keywords · papers mentioning both

medical imaging (2) self-supervised learning (2) semi-supervised learning (2) mixup technique (1) gradient conflicting (1) transductive few-shot learning (1) imbalance problem (1) conditional transport (1) medical foundation model (1) gradient debiasing (1)

Papers

Learning from Imperfect Data: Incremental Learning and Few-shot Learning AAAI 2026 Towards Robust, Reliable, and Generalized Medical AI AAAI 2026 Cluster-guided Contrastive Class-imbalanced Graph Classification AAAI 2025 LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing AAAI 2025 Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024 An Online Presentation Slide Assessment System Using Visual and Semantic Segmentation Features AAAI 2023 Prototypes-oriented Transductive Few-shot Learning with Conditional Transport ICCV 2023 Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data NeurIPS 2022 Rethinking the Value of Labels for Improving Class-Imbalanced Learning NeurIPS 2020