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08/08/2023
Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining
Noisy labels hurt deep learning-based supervised image classification pe...
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06/21/2023
M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks
Acquiring properly annotated data is expensive in the medical field as i...
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06/29/2021
How Does Heterogeneous Label Noise Impact Generalization in Neural Nets?
Incorrectly labeled examples, or label noise, is common in real-world co...
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05/12/2021
Label Geometry Aware Discriminator for Conditional Generative Networks
Multi-domain image-to-image translation with conditional Generative Adve...
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10/31/2019