Abhijit Roy

Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness

2019 · arXiv (Cornell University)

In this paper we propose a novel augmentation technique that improves not only the performance of deep neural networks on clean test data, but also significantly increases their robustness to random transformations, both affine and …

Technology-enabled well-being in the era of IR4.0: marketing and public policy implications

2023 · Journal of Consumer Marketing

Purpose Technological progress and the advancement of the 4th Industrial Revolution (IR 4.0) are well underway. However, its influence on the transformation of core sectors from the perspective of consumer well-being remains under-explored. Seeking to …