Search Results for author: Shouvik Mani

Found 2 papers, 1 papers with code

Expert-guided Regularization via Distance Metric Learning

no code implementations9 Dec 2019 Shouvik Mani, Mehdi Maasoumy, Sina Pakazad, Henrik Ohlsson

As an alternative to standard regularization techniques, we propose Distance Metric Learning Regularization (DMLreg), an approach for eliciting prior knowledge from domain experts and integrating that knowledge into a regularized linear model.

Metric Learning

Artistic Enhancement and Style Transfer of Image Edges using Directional Pseudo-coloring

1 code implementation19 Jun 2019 Shouvik Mani

Computing the gradient of an image is a common step in computer vision pipelines.

Style Transfer

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