7 citations · 34 across the 22 of their papers we have counts for
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cs.CV2022
Decision boundaries and convex hulls in the feature space that deep learning functions learn from images
Roozbeh Yousefzadeh
The success of deep neural networks in image classification and learning can be partly attributed to the features they extract from images. It is often speculated about the propert…
cs.CV2020★ 3 cited
Using Wavelets and Spectral Methods to Study Patterns in Image-Classification Datasets
Roozbeh Yousefzadeh, Furong Huang
Deep learning models extract, before a final classification layer, features or patterns which are key for their unprecedented advantageous performance. However, the process of comp…