PinnedMayank AgarwalinBecoming Human: Artificial Intelligence MagazineBack Propagation in Convolutional Neural Networks — Intuition and CodeDisclaimer: If you don’t have any idea of how back propagation operates on a computational graph, I recommend you have a look at this…Dec 14, 201716Dec 14, 201716
Mayank AgarwalinThe StartupTraining GANs With Limited DataStyleGAN2 with Adaptive Discriminator Augmentation (ADA)Oct 28, 20202Oct 28, 20202
Mayank AgarwalinTowards Data ScienceFast and Arbitrary Style TransferAdaptive Instance Normalization based Image Style TransferSep 14, 2020Sep 14, 2020
Mayank AgarwalinTowards Data ScienceFast and Less Restricted Style TransferConditional Instance Normalization based Image Style TransferSep 6, 2020Sep 6, 2020
Mayank AgarwalinTowards Data ScienceFast and Restricted Style TransferReal-Time Image Style Transfer using Feed-Forward NetworksAug 21, 2020Aug 21, 2020
Mayank AgarwalinTowards Data ScienceSlow and Arbitrary Style TransferImage Style Transfer using Convolutional Neural NetworksAug 20, 2020Aug 20, 2020
Mayank AgarwalinBecoming Human: Artificial Intelligence MagazineBatch Normalization, Instance Normalization, Layer Normalization: Structural NuancesThis short post highlights the structural nuances between popular normalization techniques employed while training deep neural networks.Aug 7, 20201Aug 7, 20201
Mayank AgarwalinBecoming Human: Artificial Intelligence MagazineUnderstanding and Coding Inception Module in KerasIntroductionApr 22, 20178Apr 22, 20178