An Unsupervised Spatiotemporal Graphical Modeling Approach to Anomaly Detection in Distributed CPS. - Chao Liu 028; Sambuddha Ghosal; Zhanhong Jiang; Soumik Sarkar (ICCPS, 2016)

Interpretable Deep Learning applied to Plant Stress Phenotyping. - Sambuddha Ghosal; David Blystone; Asheesh K. Singh; Baskar Ganapathysubramanian; Arti Singh; Soumik Sarkar (CoRR, 2017)

Interpretable deep learning for guided structure-property explorations in photovoltaics. - Balaji Sesha Sarath Pokuri; Sambuddha Ghosal; Apurva Kokate; Baskar Ganapathysubramanian; Soumik Sarkar (CoRR, 2018)

An explainable deep machine vision framework for plant stress phenotyping. - Sambuddha Ghosal; David Blystone; Asheesh K. Singh; Baskar Ganapathysubramanian; Arti Singh; Soumik Sarkar (Proc. Natl. Acad. Sci. USA, 2018)

Encoding Invariances in Deep Generative Models. - Viraj Shah; Ameya Joshi; Sambuddha Ghosal; Balaji Sesha Sarath Pokuri; Soumik Sarkar; Baskar Ganapathysubramanian; Chinmay Hegde (CoRR, 2019)

Deep Generative Models Strike Back! Improving Understanding and Evaluation in Light of Unmet Expectations for OoD Data. - John Just; Sambuddha Ghosal (CoRR, 2019)

Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images. - Sambuddha Ghosal; Pratik Shah (CoRR, 2020)

Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications. - Luis G. Riera; Matthew E. Carroll; Zhisheng Zhang; Johnathon M. Shook; Sambuddha Ghosal; Tianshuang Gao; Arti Singh; Sourabh Bhattacharya; Baskar Ganapathysubramanian; Asheesh K. Singh; Soumik Sarkar (CoRR, 2020)

Uncertainty Quantified Deep Learning for Predicting Dice Coefficient of Digital Histopathology Image Segmentation. - Sambuddha Ghosal; Audrey Xie; Pratik Shah (CoRR, 2021)

Deep Learning with Uncertainty Quantification for Predicting the Segmentation Dice Coefficient of Prostate Cancer Biopsy Images. - Audrey Xie; Elhoucine Elfatimi; Sambuddha Ghosal; Pratik Shah (ICMLA, 2024)