An Empirical and Theoretical Analysis of the Role of Depth in Convolutional Neural Networks

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Understanding deep representation learning via layerwise feature compression and discrimination

P Wang, X Li, C Yaras, Z Zhu, L Balzano, W Hu… - arxiv preprint arxiv …, 2023 - arxiv.org
Over the past decade, deep learning has proven to be a highly effective tool for learning
meaningful features from raw data. However, it remains an open question how deep …
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