Industry Projects

 

Title of Project Authors Poster Link
Quantum Information Systems Christian Arenz Click Here
Video analysis and restoration for long-range imaging through turbulence Suren Jayasuriya Click Here
Extracting Information from Sparse Observations using Classical and Quantum AI Approaches Andreas Spanias Click Here
Quantum AI Research and Training for Energy, Audio and Image System Applications Andreas Spanias, Larson Click Here
Machine Learning Algorithms for Security and Image/Video Classification Andreas Spanias, Cihan Tepedelenlioglu, Pavan Turaga Click Here
Minimally Supervised Machine Learning for Condition Monitoring of Machinery Andreas Spanias, Visar Berisha Click Here
Adaptive Spatio-temporal Sampling for High Frame Rate Cameras Suren Jayasuriya Click Here
2023-COVID-19 Research: Mobile Network and Consensus based Risk Assess Cihan Tepedelenlioglu, Mahesh Banavar Click Here
Communications and Signal Processing Tools for Quantum Computing Andreas Spanias, Stephen Goodnick Click Here
Efficient Machine Learning Algorithms for Surveillance Systems Suren Jayasuriya Click Here
Artificial Intelligence Algorithms for Power Converters Andreas Spanias, Gautam Dasarathy, David Allee Click Here
Infrared Imaging in Harsh Environments for UAVs Suren Jayasuriya Click Here
COVID-19 Detection from Audio Coughing and Breathing Sounds Andreas Spanias, Greg Raupp Click Here
Machine Learning Based CSI Acquisition and Feedback in Massive MIMO Systems Ahmed Alkhateeb Click Here
Reconfigurable Image Sensing for Embedded Computer Vision Suren Jayasuriya Click Here
Space-Based Computational Imaging Systems O. Iqbal, S. Jayasuriya, A. Spanias Click Here
Nanopore Sensors and Signal Processing Algorithm for Health Monitoring M. Malu, M. Goryll, A. Spanias, T. Thornton Click Here
Regularizing Deep Neural Networks for Quantization Robustness P. Kadambi, V. Berisha Click Here
Reconfiguring Photovoltaic Arrays for Optimizing Power Output using Neural Networks V. Narayanaswamy, A. Spanias, R. Ayyanar and C. Tepedelenlioglu Click Here
Semi-Supervised Learning and Graph Signal Processing using Attention based Graph Neural Network U. Shanthamallu, H. Song, A. Spanias, J. Thiagarajan Click Here
Machine Learning for MIMO Channel Prediction J. Booth, A. Alkhateeb, A. Ewaisha, A. Spanias Click Here
Fault Classification in PV Arrays using Machine Learning D. Pujara, S. Rao, C. Tepedelenlioglu, D. Srinivasan, A. Spanias Click Here
Global Optimization of Graph Filters With Multiple Shift Matrices J. Fan, C. Tepedelenliogu, A. Spanias Click Here
Learning from Positive and Unlabeled Data K. Jaskie, A. Spanias Click Here
Invenio: Discovering Hidden Relationships Between Tasks/Domains Using Structured Meta Learning S. Katoch, K. Thopalli, J. Thiagarajan, P. Turaga, A. Spanias Click Here
Machine Learning for MEMS sensor validation G. Muniraju, L. Canales, T. Li, A. Spanias, S. Garre Click Here

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