Search Results - vivek+sivaraman+narayanaswamy

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Adaptive Asymmetric Loss Function for Positive Unlabeled Learning
Unlike traditional semi-supervised learning, positive unlabeled learning requires only some labeled data from the positive class. All other data, both positive and negative, is unlabeled. The goal is the same, i.e., to construct a classification model that correctly labels unlabeled images and create a model to label future images. This problem is...
Published: 10/25/2023   |   Inventor(s): Kristen Jaskie, Nolan Vaughn, Vivek Sivaraman Narayanaswamy, Sahba Zaare, Joseph Marvin, Andreas Spanias
Keywords(s): Algorithm Development, PS-Computing and Information Technology
Category(s): Computing & Information Technology, Physical Science
Cough Audio COVID-19 Detection Via Deep Neural Network with Combined Cross Entropy and Focal Loss
­Background With the outbreak of COVID-19 caused by the coronavirus SARS-CoV-2, the severity of infection and associated fatality rates motivate the exploration for rapid and reliable screening approaches. Although reverse transcriptase-polymerase chain reaction (RT-PCR) testing is commonly adopted, coughing sounds have been found to reveal useful...
Published: 2/23/2023   |   Inventor(s): Sunil Rao, Vivek Sivaraman Narayanaswamy, Michael Esposito, Andreas Spanias
Keywords(s): COVID-19, Networks, IT, Software and Communication
Category(s): Intelligence & Security, Physical Science, Computing & Information Technology, COVID-19, Coronavirus, Medical Diagnostics/Sensors
Optimizing Solar Power using Array Topology Reconfiguration and Deep Neural Network
Photovoltaic (PV) energy systems have played a major part in meeting renewable energy requirements. However, power production from PV systems faces impediments such as partial shading due to environmental and man-made obstructions. Shading causes voltage and current mismatch losses that can significantly reduce the power supplied to the grid. Reconfiguring...
Published: 2/23/2023   |   Inventor(s): Vivek Sivaraman Narayanaswamy, Rajapandian Ayyanar, Cihan Tepedelenlioglu, Andreas Spanias
Keywords(s): Algorithm Development, Networks, IT, Software and Communication, Neural Computing, Performance Optimization, PS-Energy and Power, Solar Energy
Category(s): Physical Science, Environmental, Energy & Power, Computing & Information Technology, Alternative Energy
Unsupervised Audio Source Separation Using Generative Priors
­Background Audio source separation, the process of recovering constituent source signals from a given audio mixture, is a key component in downstream applications such as audio enhancement and music information retrieval. Modern under-determined audio source separation systems rely on supervised training of carefully tailored neural network architectures...
Published: 2/23/2023   |   Inventor(s): Vivek Sivaraman Narayanaswamy, Jayaraman Thiagarajan, Rushil Anirudh, Andreas Spanias
Keywords(s): Networks, IT, Software and Communication
Category(s): Physical Science, Computing & Information Technology, Intelligence & Security
Audio Source Separation via Multi-Scale Learning with Dilated Dense U-Nets
Background Audio source separation refers to the process of extracting constituent sources from a given audio mixture. Despite being a critical component of audio enhancement and retrieval systems, the task of source separation is severely challenged by variabilities in acoustic conditions and the highly ill-posed nature of this inverse problem. A...
Published: 2/23/2023   |   Inventor(s): Vivek Sivaraman Narayanaswamy, Sameeksha Katoch, Jayaraman Thiagarajan, Andreas Spanias
Keywords(s): Networks, IT, Software and Communication
Category(s): Computing & Information Technology, Physical Science, Intelligence & Security
Connection Topology Optimization of Photovoltaic Arrays Using Neural Networks
The production of photovoltaic (PV) energy is affected by numerous external factors such as varying temperatures, soiling of PV panels, and partial shading which can significantly reduce power generated. Off-the-shelf PV arrays are typically connected in a series-parallel (SP) topology, featuring parallel-connected strings of series-connected panels....
Published: 2/23/2023   |   Inventor(s): Vivek Sivaraman Narayanaswamy, Andreas Spanias, Rajapandian Ayyanar, Cihan Tepedelenlioglu
Keywords(s): Algorithm Development, Networks, IT, Software and Communication, Neural Computing, Performance Optimization, PS-Energy and Power, Solar Energy
Category(s): Physical Science, Energy & Power, Computing & Information Technology, Alternative Energy, Environmental