Sambuddha Ghosal

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 10

Top Topics

Generative Model

Anomaly Detection

Top Venues

Proc. Natl. Acad. Sci. USA

Publications

Sambuddha Ghosal, Audrey Xie, Pratik Shah
Uncertainty Quantified Deep Learning for Predicting Dice Coefficient of Digital Histopathology Image Segmentation. CoRR (2021)
Sambuddha Ghosal, Pratik Shah
Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images. CoRR (2020)
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
Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications. CoRR (2020)
Viraj Shah, Ameya Joshi, Sambuddha Ghosal, Balaji Sesha Sarath Pokuri, Soumik Sarkar, Baskar Ganapathysubramanian, Chinmay Hegde
Encoding Invariances in Deep Generative Models. CoRR (2019)
John Just, Sambuddha Ghosal
Deep Generative Models Strike Back! Improving Understanding and Evaluation in Light of Unmet Expectations for OoD Data. CoRR (2019)
Balaji Sesha Sarath Pokuri, Sambuddha Ghosal, Apurva Kokate, Baskar Ganapathysubramanian, Soumik Sarkar
Interpretable deep learning for guided structure-property explorations in photovoltaics. CoRR (2018)
Sambuddha Ghosal, David Blystone, Asheesh K. Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar
An explainable deep machine vision framework for plant stress phenotyping. Proc. Natl. Acad. Sci. USA 115 (18) (2018)
Sambuddha Ghosal, David Blystone, Asheesh K. Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar
Interpretable Deep Learning applied to Plant Stress Phenotyping. CoRR (2017)
Chao Liu, Sambuddha Ghosal, Zhanhong Jiang, Soumik Sarkar
An Unsupervised Spatiotemporal Graphical Modeling Approach to Anomaly Detection in Distributed CPS. ICCPS (2016)
Chao Liu, Sambuddha Ghosal, Zhanhong Jiang, Soumik Sarkar
An unsupervised spatiotemporal graphical modeling approach to anomaly detection in distributed CPS. CoRR (2015)