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Certifying Properties of Deep Networks by Taking them into Shallow Waters
(2020)Over the last decades, complex deep neural networks have revolutionized Artificial Intelligence (AI) research. These models can now achieve impressive performances on various complex tasks like recognition, detection and image semantic segmentation, achieving accuracy close to, or even better, than human perception. However, these neural networks require to be both deep and complex and this complexity constitutes a danger for the safety ...Master Thesis -
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