565 citations · 851 across the 15 of their papers we have counts for
5 papers · 1 filter
Afro-MNIST: Synthetic generation of MNIST-style datasets for low-resource languages
Daniel J Wu, Andrew C Yang, Vinay U Prabhu
We present Afro-MNIST, a set of synthetic MNIST-style datasets for four orthographies used in Afro-Asiatic and Niger-Congo languages: Ge`ez (Ethiopic), Vai, Osmanya, and N'Ko. Thes…
Kannada-MNIST: A new handwritten digits dataset for the Kannada language
Vinay Uday Prabhu
In this paper, we disseminate a new handwritten digits-dataset, termed Kannada-MNIST, for the Kannada script, that can potentially serve as a direct drop-in replacement for the ori…
Covering up bias in CelebA-like datasets with Markov blankets: A post-hoc cure for attribute prior avoidance
Vinay Uday Prabhu, Dian Ang Yap, Alexander Wang +1
Attribute prior avoidance entails subconscious or willful non-modeling of (meta)attributes that datasets are oft born with, such as the 40 semantic facial attributes associated wit…
Fonts-2-Handwriting: A Seed-Augment-Train framework for universal digit classification
Vinay Uday Prabhu, Sanghyun Han, Dian Ang Yap +3
In this paper, we propose a Seed-Augment-Train/Transfer (SAT) framework that contains a synthetic seed image dataset generation procedure for languages with different numeral syste…
On Lyapunov exponents and adversarial perturbation
Vinay Uday Prabhu, Nishant Desai, John Whaley
In this paper, we would like to disseminate a serendipitous discovery involving Lyapunov exponents of a 1-D time series and their use in serving as a filtering defense tool against…