Search Results for author: Akash Umakantha

Found 2 papers, 0 papers with code

How to augment your ViTs? Consistency loss and StyleAug, a random style transfer augmentation

no code implementations16 Dec 2021 Akash Umakantha, Joao D. Semedo, S. Alireza Golestaneh, Wan-Yi S. Lin

In this work, we empirical evaluated how different data augmentation strategies performed on CNN (e. g., ResNet) versus ViT architectures for image classification.

Data Augmentation Image Classification +1

A Classifying Variational Autoencoder with Application to Polyphonic Music Generation

no code implementations19 Nov 2017 Jay A. Hennig, Akash Umakantha, Ryan C. Williamson

Most previous work in this area avoids modeling key by transposing data into only one or two keys, as opposed to the 10+ different keys in the original music.

Music Generation

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