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11/12/2022
Few-Shot Learning for Biometric Verification
In machine learning applications, it is common practice to feed as much ...
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02/08/2022
KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting
End-to-end data-driven machine learning methods often have exuberant req...
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01/04/2022
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions
One principal impediment in the successful deployment of AI-based Comput...
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05/28/2020
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection
Visual artefacts of early diabetic retinopathy in retinal fundus images ...
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05/28/2020
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
With the advancement of powerful image processing and machine learning t...
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05/05/2020
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors
Deep learning based medical image classifiers have shown remarkable prow...
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12/23/2019
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC)
Functional or non-coding RNAs are attracting more attention as they are ...
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09/12/2019
A Robust Hybrid Approach for Textual Document Classification
Text document classification is an important task for diverse natural la...
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02/15/2019
