Publications

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2016
K. Reddy, S. Sarkar, V. Venugopalan, and M. Giering, "Anomaly Detection and Fault Disambiguation in Large Flight Data: A Multi-Modal Deep Autoencoder Approach", Annual Conference of the Prognostics and Health Management Society, pp. 207-214, October, 2016.
K. Reddy, S. Sarkar, V. Venugopalan, and M. Giering, "Anomaly Detection and Fault Classification in Large Flight Data Using Multi-Modal Deep Learning Approaches", 1st International Conference on InfoSymbiotics /Dynamic Data Driven Applications Systems (DDDAS), August, 2016.
K. Reddy, V. Venugopalan, and M. Giering, "Applying Deep Learning for Prognostic Health Monitoring of Aerospace and Building Systems", {1st ACM SIGKDD Workshop on Machine Learning for Prognostics and Health Management (ML for PHM 2016)}, August, 2016.
V. Venugopalan, K. Reddy, and M. Giering, "Applying Deep Learning to Aerospace and Building System Applications at UTC", {NVIDIA GPU Technology Conference}, April, 2016.
2015
M. Giering, V. Venugopalan, and K. Reddy, "Multi-Modal Sensor Registration for Vehicle Perception Via Deep Neural Networks", IEEE High Performance Extreme Computing Conference (HPEC), pp. 1-6, September, 2015. Abstract
S. Sarkar, V. Venugopalan, K. Reddy, M. Giering, J. Ryde, and N. Jaitly, "RGBD Occlusion Detection via Deep Convolutional Neural Networks", {NVIDIA GPU Technology Conference}, April, 2015.