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Francesco Renna

Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation

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Jul 17, 2024
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Beyond Heart Murmur Detection: Automatic Murmur Grading from Phonocardiogram

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Sep 27, 2022
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The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification

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Aug 02, 2021
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On instabilities of deep learning in image reconstruction - Does AI come at a cost?

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Feb 14, 2019
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Bounds on the Number of Measurements for Reliable Compressive Classification

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Aug 02, 2016
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Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Features in the Presence of Side Information

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Mar 17, 2016
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Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification

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Feb 18, 2016
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