Robust Deep Active Learning via Distance-Measured Data Mixing and Adversarial Training

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Robust Deep Active Learning via Distance-Measured Data Mixing and Adversarial Training2025
2. 2Deep Active Learning with Noise Stability2024 · 21 citations
3. 3Adaptive Active Learning with Dynamic Uncertainty-Diversity Balancing for Object Detection2026
4. 4SelectMix: Enhancing Label Noise Robustness through Targeted Sample Mixing2025
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