Search Results for author: Ankush Roy

Found 4 papers, 1 papers with code

Extreme Precipitation Nowcasting using Transformer-based Generative Models

no code implementations6 Mar 2024 Cristian Meo, Ankush Roy, Mircea Lică, Junzhe Yin, Zeineb Bou Che, Yanbo Wang, Ruben Imhoff, Remko Uijlenhoet, Justin Dauwels

This paper presents an innovative approach to extreme precipitation nowcasting by employing Transformer-based generative models, namely NowcastingGPT with Extreme Value Loss (EVL) regularization.

An Adaptive Anaphylaxis Detection and Emergency Response System

1 code implementation5 Aug 2019 Gopabandhu Hota, Abhilash Nandy, Kshitiz Goel, Dishank Yadav, Saumo Pal, Ankush Roy

Allergic Reactions can range from mild rashes to severe conditions, sometimes even leading to anaphylaxis and sudden death.

Anomaly Detection

Modular Decomposition and Analysis of Registration based Trackers

no code implementations3 Mar 2016 Abhineet Singh, Ankush Roy, Xi Zhang, Martin Jagersand

We show how existing trackers can be broken down using the suggested methodology and compare the performance of the default configuration chosen by the authors against other possible combinations to demonstrate the new insights that can be gained by such an approach.

Machine Assisted Authentication of Paper Currency: an Experiment on Indian Banknotes

no code implementations2 Jan 2014 Ankush Roy, Biswajit Halder, Utpal Garain, David S. Doermann

Real forensic samples are involved in the experiment that shows a high precision machine can be developed for authentication of paper money.

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