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03/09/2023
Position Paper on Dataset Engineering to Accelerate Science
Data is a critical element in any discovery process. In the last decades...
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10/23/2022
An Interpretable Deep Semantic Segmentation Method for Earth Observation
Earth observation is fundamental for a range of human activities includi...
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02/02/2020
Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference
In this paper we introduce the DMR – a prototype-based method and networ...
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12/05/2019
Towards Explainable Deep Neural Networks (xDNN)
In this paper, we propose an elegant solution that is directly addressin...
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11/01/2019
Novelty Detection and Learning from Extremely Weak Supervision
In this paper we offer a method and algorithm, which make possible fully...
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09/18/2019