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Convolutional Neural Networks
Introduces Convolutional Neural Networks, covering fully connected layers, convolutions, pooling, PyTorch translations, and applications like hand pose estimation and tubularity estimation.
Statistical Learning Theory: Conclusions on Deep Learning
Covers the conclusions on deep learning and an introduction to statistical learning theory.