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06/29/2023
The Importance of Robust Features in Mitigating Catastrophic Forgetting
Continual learning (CL) is an approach to address catastrophic forgettin...
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02/01/2023
Efficient Scopeformer: Towards Scalable and Rich Feature Extraction for Intracranial Hemorrhage Detection
The quality and richness of feature maps extracted by convolution neural...
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11/10/2021
Trustworthy Medical Segmentation with Uncertainty Estimation
Deep Learning (DL) holds great promise in reshaping the healthcare syste...
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11/10/2021
Robust Learning via Ensemble Density Propagation in Deep Neural Networks
Learning in uncertain, noisy, or adversarial environments is a challengi...
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11/10/2021
Self-Compression in Bayesian Neural Networks
Machine learning models have achieved human-level performance on various...
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08/15/2021
Dilated Inception U-Net (DIU-Net) for Brain Tumor Segmentation
Magnetic resonance imaging (MRI) is routinely used for brain tumor diagn...
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06/30/2021
