RiCNN and Rotation Robustness of ConvNets. A Paper Review

Posted on Sat 15 June 2019 in Posts • Tagged with review series, deep learning, computer vision

Lately, I have been reading more papers on modern advances in deep learning in order to get a clear view of what problem I want to focus on during my PhD research.

There is a lot of information to process and an incredible amount of papers are being published from …

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Harmonic networks: implementation of paper results

Posted on Sun 10 March 2019 in Posts • Tagged with deep learning, computer vision, work in progress

I implement an interesting result from a recent paper on convolutional neural networks.


In this post I will briefly discuss my implementation of a model introduced in this paper.

In short, the authors suggest using predefined filters in a convolutional network based on Discrete Cosine Transform.

I used PyTorch …

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