| DeepSD: Generating High Resolution Climate Change Projections through Single Image Super-Resolution T Vandal, E Kodra, S Ganguly, A Michaelis, R Nemani, AR Ganguly 23rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2017 | 192 | 2017 |
| Intercomparison of Machine Learning Methods for Statistical Downscaling: The Case of Daily and Extreme Precipitation T Vandal, E Kodra, AR Ganguly Theoretical and Applied Climatology, 1-14, 2018 | 97 | 2018 |
| Generating high resolution climate change projections through single image super-resolution: An abridged version T Vandal, E Kodra, S Ganguly, A Michaelis, R Nemani, AR Ganguly International Joint Conferences on Artificial Intelligence Organization, 2018 | 55 | 2018 |
| Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning T Vandal, E Kodra, J Dy, S Ganguly, R Nemani, AR Ganguly 24rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2018 | 47 | 2018 |
| Event detection: Ultra large-scale clustering of facial expressions T Vandal, D McDuff, R El Kaliouby 2015 11th IEEE International Conference and Workshops on Automatic Face and …, 2015 | 31 | 2015 |
| Data science for weather impacts on crop yield VS Konduri, TJ Vandal, S Ganguly, AR Ganguly Frontiers in Sustainable Food Systems 4, 52, 2020 | 29 | 2020 |
| Quantum-assisted associative adversarial network: Applying quantum annealing in deep learning M Wilson, T Vandal, T Hogg, EG Rieffel Quantum Machine Intelligence 3, 1-14, 2021 | 27 | 2021 |
| First provisional land surface reflectance product from geostationary satellite Himawari-8 AHI S Li, W Wang, H Hashimoto, J Xiong, T Vandal, J Yao, L Qian, K Ichii, ... Remote Sensing 11 (24), 2990, 2019 | 18 | 2019 |
| Mental state event definition generation E Kodra, R El Kaliouby, TJ Vandal US Patent App. 14/796,419, 2015 | 15 | 2015 |
| High-dimensional similarity search with quantum-assisted variational autoencoder N Gao, M Wilson, T Vandal, W Vinci, R Nemani, E Rieffel Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 10 | 2020 |
| Mental state event signature usage R El Kaliouby, E Kodra, D McDuff, TJ Vandal US Patent App. 15/262,197, 2016 | 9 | 2016 |
| Temporal interpolation of geostationary satellite imagery with optical flow TJ Vandal, RR Nemani IEEE Transactions on Neural Networks and Learning Systems, 2021 | 8* | 2021 |
| Spectral synthesis for geostationary satellite-to-satellite translation TJ Vandal, D McDuff, W Wang, K Duffy, A Michaelis, RR Nemani IEEE Transactions on Geoscience and Remote Sensing 60, 1-11, 2021 | 8 | 2021 |
| DeepSD: Generating high resolution climate change projections through single image super-resolution. arXiv 2017 T Vandal, E Kodra, S Ganguly, A Michaelis, R Nemani, AR Ganguly arXiv preprint arXiv:1703.03126, 0 | 5 | |
| A framework for deep learning emulation of numerical models with a case study in satellite remote sensing K Duffy, TJ Vandal, W Wang, RR Nemani, AR Ganguly IEEE Transactions on Neural Networks and Learning Systems, 2022 | 4 | 2022 |
| Deep learning emulation of multi-angle implementation of atmospheric correction (maiac) K Duffy, T Vandal, W Wang, R Nemani, AR Ganguly arXiv preprint arXiv:1910.13408, 2019 | 4 | 2019 |
| Prediction and uncertainty quantification of daily airport flight delays T Vandal, M Livingston, C Piho, S Zimmerman International conference on predictive applications and APIs, 45-51, 2018 | 4 | 2018 |
| Statistical Downscaling of Global Climate Models with Image Super-resolution and Uncertainty Quantification TJ Vandal Northeastern University, 2018 | 3 | 2018 |
| GeoNEX: A Geostationary Earth Observatory at NASA Earth Exchange: Earth Monitoring from Operational Geostationary Satellite Systems R Nemani, W Wang, H Hashimoto, A Michaelis, T Vandal, A Lyapustin, ... IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 2 | 2020 |
| DeepEmSat: Deep emulation for satellite data mining K Duffy, T Vandal, S Li, S Ganguly, R Nemani, AR Ganguly Frontiers in big Data 2, 42, 2019 | 2 | 2019 |
Ramakrishna NemaniNASA Ames Research CenterVerified email at nasa.gov
