Monidipa Das
Assistant Professor
Dept: Departement of Computational and Data Sciences (CDS)
E-mail: monidipa [at] iiserkol.ac.in
Personal homepage: Click Here
Research Interest:
Autonomous Deep Learning, Explainable AI, Probabilistic Graphical Model, Spatial Informatics
Academic Background:
- PhD (Computer Science and Engineering), IIT Kharagpur, 2018
- ME (Computer Science and Engineering), IIEST Shibpur, 2013
Positions:
- Assistant Professor, IISER Kolkata (current)
- Assistant Professor, Indian Institute of Technology (Indian School of Mines) Dhanbad (2022 - 2024)
- DST-INSPIRE Faculty, ISI Kolkata (2020 - 2022)
- Post-doctoral Research Fellow, Nanyang Technological University (NTU), Singapore (2018 - 2020)
Awards and Honors:
- Editorship from IEEE (2024)
- Faculty Fellowship from DST, Govt. of India (2020)
- Research Fellowship from DSKPDF Cell, Pune (2018)
- Travel Grant from HLFF (Heidelberg Laureate Forum Foundation) (2017)
- Young Researcher from HLFF (Heidelberg Laureate Forum Foundation) (2017)
- Best Poster Award from IIT Madras, Chennai, India (2017)
- Student Research Fellowship from INSPIRE, Govt. of India (2014)
- University Medal from IIEST Shibpur (2014)
- Academic Award from Jawaharlal Nehru Memorial Fund, New Delhi, India (2014)
Selected Publications:
- Dutta, Suparna; Das, Monidipa and Maulik, Ujjwal. 2024."Toward Causality-Based Explanation of Aerial Scene Classifiers." IEEE Geoscience and Remote Sensing Letters, 21, 1-5
- Dawn, Sucheta; Das, Monidipa and Bandyopadhyay, Sanghamitra. 2023."SoURA: a user-reliability-aware social recommendation system based on graph neural network." Neural Computing and Applications, 35, 18533-51
- Dutta, Suparna and Das, Monidipa. 2023."An autonomous lightweight model for aerial scene classification under labeled sample scarcity." Applied Intelligence, 53, 22216-27
- Das, Monidipa and Dutta, Suparna. 2023."GrapHiSM: a graph-based hierarchical semantics-driven model for aerial scene classification under scarcity of labelled samples." Applied Intelligence, 53, 25919-30
- Das, Monidipa; Ghosh, Soumya K and Bandyopadhyay, Sanghamitra. 2022."A Multi-layered Adaptive Recurrent Incremental Network Model for Heterogeneity-aware Prediction of Derived Remote Sensing Image Time Series." IEEE Transactions on Geoscience and Remote Sensing, 60, 1-13
All Publications: Click Here