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02/02/2023
Multi-scale Feature Alignment for Continual Learning of Unlabeled Domains
Methods for unsupervised domain adaptation (UDA) help to improve the per...
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01/07/2023
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer
The segmentation and automatic identification of histological regions of...
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01/03/2023
Generative appearance replay for continual unsupervised domain adaptation
Deep learning models can achieve high accuracy when trained on large amo...
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04/26/2022
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images
Multiple Instance Learning (MIL) methods have become increasingly popula...
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06/09/2021
Match What Matters: Generative Implicit Feature Replay for Continual Learning
Neural networks are prone to catastrophic forgetting when trained increm...
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11/09/2020