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multimodal-variational-adversarial-active-learning

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Bidur-Khanal / MVAAL-medical-images

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In this work we present a task-agnostic Multimodal Variational Aversarial Active Learning (M-VAAL) for sampling the most informative samples for annotation in various Medical Image Analysis Downstream tasks, such as segmentation, and classification.

segmentation chest-xray-images medical-images active-learning brats2018 classificaiton multimodal-active-learning multimodal-variational-adversarial-active-learning task-agnostic
  • Updated Jun 23, 2023
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