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08/24/2022
Trace and Detect Adversarial Attacks on CNNs using Feature Response Maps
The existence of adversarial attacks on convolutional neural networks (C...
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08/24/2022
Radial Basis Function Networks for Convolutional Neural Networks to Learn Similarity Distance Metric and Improve Interpretability
Radial basis function neural networks (RBFs) are prime candidates for pa...
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08/19/2022
PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis
With the spread of COVID-19 over the world, the need arose for fast and ...
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11/30/2020
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts
In many real-world pattern recognition scenarios, such as in medical app...
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03/26/2020
StrokeCoder: Path-Based Image Generation from Single Examples using Transformers
This paper demonstrates how a Transformer Neural Network can be used to ...
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12/06/2018
