Sambuddha Ghosal

According to our database, Sambuddha Ghosal authored at least 9 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Uncertainty Quantified Deep Learning for Predicting Dice Coefficient of Digital Histopathology Image Segmentation.

Sambuddha Ghosal, Audrey Xie, Pratik Shah

CoRR, 2021

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

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

2019

Deep Generative Models Strike Back! Improving Understanding and Evaluation in Light of Unmet Expectations for OoD Data.

John Just, Sambuddha Ghosal

CoRR, 2019

Encoding Invariances in Deep Generative Models.

Viraj Shah, Ameya Joshi, Sambuddha Ghosal, Balaji Sesha Sarath Pokuri, Soumik Sarkar, Baskar Ganapathysubramanian, Chinmay Hegde

CoRR, 2019

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

Interpretable deep learning for guided structure-property explorations in photovoltaics.

Balaji Sesha Sarath Pokuri, Sambuddha Ghosal, Apurva Kokate, Baskar Ganapathysubramanian, Soumik Sarkar

CoRR, 2018

2017

Interpretable Deep Learning applied to Plant Stress Phenotyping.

Sambuddha Ghosal, David Blystone, Asheesh K. Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar

CoRR, 2017

2016

An Unsupervised Spatiotemporal Graphical Modeling Approach to Anomaly Detection in Distributed CPS.

Chao Liu, Sambuddha Ghosal, Zhanhong Jiang, Soumik Sarkar

Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016