139 citations · 305 across the 11 of their papers we have counts for
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cs.CV2022
Understanding robustness and generalization of artificial neural networks through Fourier masks
Nikos Karantzas, Emma Besier, Josue Ortega Caro +4
Despite the enormous success of artificial neural networks (ANNs) in many disciplines, the characterization of their computations and the origin of key properties such as generaliz…
cs.CV2013★ 62 cited
Unsupervised Learning of Invariant Representations in Hierarchical Architectures
Fabio Anselmi, Joel Z. Leibo, Lorenzo Rosasco +3
The present phase of Machine Learning is characterized by supervised learning algorithms relying on large sets of labeled examples (). The next phase is likely to foc…