conftrace_

federated active learning

4 papers

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Also known as

FAL

Co-occurring keywords · papers mentioning both

active learning (2) federated learning (2) inter-class diversity (1) query-model selection (1) fedsvd (1) non-i.i.d. client data (1) dirichlet prior (1) class-balanced sampling (1) leverage score sampling (1) domain shift (1)

Papers

Federated Active Learning Under Extreme Non-IID and Global Class Imbalance CVPR 2026 Efficient Heterogeneity-Aware Federated Active Data Selection ICML 2025 Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts CVPR 2024 Re-Thinking Federated Active Learning Based on Inter-Class Diversity CVPR 2023