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Materias / palabras clave: Learning, Psychology of; Learning strategies; Learning; Methodology; Psicología del aprendizaje; Metodología

Materias / palabras clave: Psychology; Psicología; Educational psychology; Psicología educativa; Learning, Psychology of; Psicología del aprendizaje

In this work, we revisit the global average pooling layer proposed in [13], and shed light on how it explicitly enables the convolutional neural network (CNN) to have remarkable localization ability despite being trained...

Deeper neural networks are more difficult to train. We present a residual learning framework to ease the training of networks that are substantially deeper than those used previously. We explicitly reformulate the layers...

Convolutional networks are powerful visual models that yield hierarchies of features. We show that convolutional networks by themselves, trained end-to-end, pixels-to-pixels, improve on the previous best result in semant...