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08/21/2023
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders
The task of medical image segmentation presents unique challenges, neces...
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08/19/2023
Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision
In healthcare and biomedical applications, extreme computational require...
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01/27/2023
Cross-Architectural Positive Pairs improve the effectiveness of Self-Supervised Learning
Existing self-supervised techniques have extreme computational requireme...
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07/13/2022
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images
The current study of cell architecture of inflammation in histopathology...
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06/08/2022
CASS: Cross Architectural Self-Supervision for Medical Image Analysis
Recent advances in Deep Learning and Computer Vision have alleviated man...
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05/21/2022
Unitarity of some barycentric rational approximants
The exponential function maps the imaginary axis to the unit circle and,...
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08/07/2021
Optimal parameters for numerical solvers of PDEs
In this paper we introduce a procedure for identifying optimal methods i...
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04/05/2021