Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images. - Edward Collier; Kate Duffy; Sangram Ganguly; Geri Madanguit; Subodh Kalia; Shreekant Gayaka; Ramakrishna R. Nemani; Andrew R. Michaelis; Shuang Li; Auroop R. Ganguly; Supratik Mukhopadhyay (ICDM Workshops, 2018)

Deep Learning Emulation of Multi-Angle Implementation of Atmospheric Correction (MAIAC). - Kate Duffy; Thomas Vandal; Weile Wang; Ramakrishna R. Nemani; Auroop R. Ganguly (CoRR, 2019)

DeepEmSat: Deep Emulation for Satellite Data Mining. - Kate Duffy; Thomas Vandal; Shuang Li; Sangram Ganguly; Ramakrishna R. Nemani; Auroop R. Ganguly (Frontiers Big Data, 2019)

Dimensionality reduction of diffusion MRI measures for improved tractometry of the human brain. - Maxime Chamberland; Erika P. Raven; Sila Genc; Kate Duffy; Maxime Descoteaux; Greg D. Parker; Chantal M. W. Tax; Derek K. Jones (NeuroImage, 2019)

Multi-Scale Association between Vegetation Growth and Climate in India: A Wavelet Analysis Approach. - Dawn Emil Sebastian; Sangram Ganguly; Jagdish Krishnaswamy; Kate Duffy; Ramakrishna R. Nemani; Subimal Ghosh (Remote. Sens., 2019)

Dense Feature Tracking of Atmospheric Winds with Deep Optical Flow. - Thomas J. Vandal; Kate Duffy; Will McCarty; Akira Sewnath; Ramakrishna R. Nemani (KDD, 2022)

Multisensor Machine Learning to Retrieve High Spatiotemporal Resolution Land Surface Temperature. - Kate Duffy; Thomas J. Vandal; Ramakrishna R. Nemani (IEEE Access, 2022)

Explainable deep learning for insights in El Nino and river flows. - Yumin Liu; Kate Duffy; Jennifer G. Dy; Auroop R. Ganguly (CoRR, 2022)

Spectral Synthesis for Geostationary Satellite-to-Satellite Translation. - Thomas Vandal; Daniel McDuff; Weile Wang; Kate Duffy; Andrew R. Michaelis; Ramakrishna R. Nemani (IEEE Trans. Geosci. Remote. Sens., 2022)

A Framework for Deep Learning Emulation of Numerical Models With a Case Study in Satellite Remote Sensing. - Kate Duffy; Thomas J. Vandal; Weile Wang; Ramakrishna R. Nemani; Auroop R. Ganguly (IEEE Trans. Neural Networks Learn. Syst., 2023)

Global atmospheric data assimilation with multi-modal masked autoencoders. - Thomas J. Vandal; Kate Duffy; Daniel McDuff; Yoni Nachmany; Chris Hartshorn (CoRR, 2024)