Nikolas AdaloglouinTowards Data ScienceRNN cells: analyzing GRU equations VS LSTM, and when to choose RNN over TransformersDeep learning tends to feel like trying to find your path in a snowy mountain. Having solid principles makes you more confident on taking…8 min read·Sep 16, 2020----
Nikolas AdaloglouinTowards Data ScienceSelf-supervised representation learning on videosIn case you are in a rush, here are the most interesting discussion points in my humble opinion:13 min read·Jul 29, 2020----
Nikolas AdaloglouinTowards Data ScienceAnalyzing how StyleGAN works: style incorporation in high-quality image generationIn a previous post, we discussed 2K image-to-image translation, video to video synthesis, and large-scale class-conditional image…11 min read·May 9, 2020----
Nikolas AdaloglouinTowards Data ScienceWasserstein distance GAN, BEGAN and progressively growing GANUnderstand Wasserstein distance and progressively growing GANs13 min read·Apr 21, 2020--1--1