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Challenging Common Paradigms in Multi-Task Learning
Second, the notion of gradient conflicts has often been phrased as a specific problem in MTL.
Uncertainty Based Detection and Relabeling of Noisy Image Labels
Deep neural networks (DNNs) are powerful tools in computer vision tasks.
Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images
Although these approaches could help to build trust in the CNNs predictions, they are only slightly shown to work with medical image data which often poses a challenge as the decision for a class relies on different lesion areas scattered around the entire image.
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