21 citations · 22 across the 3 of their papers we have counts for
3 papers
cs.LG2019
Expert-guided Regularization via Distance Metric Learning
Shouvik Mani, Mehdi Maasoumy, Sina Pakazad +1
High-dimensional prediction is a challenging problem setting for traditional statistical models. Although regularization improves model performance in high dimensions, it does not…
cs.CV2019★ 1 cited
Artistic Enhancement and Style Transfer of Image Edges using Directional Pseudo-coloring
Shouvik Mani
Computing the gradient of an image is a common step in computer vision pipelines. The image gradient quantifies the magnitude and direction of edges in an image and is used in crea…
cs.CY2017★ 21 cited
Intelligent Pothole Detection and Road Condition Assessment
Umang Bhatt, Shouvik Mani, Edgar Xi +1
Poor road conditions are a public nuisance, causing passenger discomfort, damage to vehicles, and accidents. In the U.S., road-related conditions are a factor in 22,000 of the 42,0…