Assistant Professor Grade I, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur, India
Short bio
Work experience
Assistant Professor / Lecturer, Department of Computer Science, University of Bath, UK
Research Associate, Cambridge Image Analysis (CIA) group, Dept. of Applied Mathematics and Theoretical Physics (DAMTP), University of Cambridge, UK (with Carola-Bibiane Schönlieb)
Visiting Researcher, Dept. of Applied Mathematics and Theoretical Physics (DAMTP), University of Cambridge, UK
Postdoc, Dept. of Mathematics, Royal Institute of Technology (KTH), Sweden (with Ozan Öktem)
Education
Doctor of Philosophy (Ph.D.), Dept. of Electrical Engineering, Indian Institute of Science (IISc.), Bangalore, India
Master of Engineering (M.E.), Dept. of Electrical Communication Engineering, Indian Institute of Science (IISc.), Bangalore, India
Bachelor of Engineering (B.E.), Dept. of Electrical Engineering, Jadavpur University, Kolkata, India
Awards and fellowships
- SPCOM-2020 Doctoral Dissertation Award (Honorable Mention) for Ph.D. thesis on "Sparsity Driven Solutions to Linear and Quadratic Inverse Problems"
- Recipient of the Tata Consultancy Services (TCS) Research Fellowship for Ph.D. (August 2013 – May 2018)
- Prof. I. S. N. Murthy medal for the best Master's student in the Dept. of Electrical Communication Engineering, IISc., Bangalore (March 2013)
- University medal for the 2nd position (in a class of ~100 students) in UG (December 2010)
Research interests
"My research interests primarily include areas at the intersection of inverse problems, statistical signal processing, machine learning, and optimization. More recently, I have been focusing on the applications of deep learning for solving inverse problems that frequently arise in medical imaging applications such as computed tomography, magnetic resonance imaging, etc."
Talks/posters (up to Ph.D.)
- April 20, 2018 — Presented poster at ICASSP-2018, Calgary, Canada (poster)
- December 14, 2017 — Talk delivered at the TCS Innovations Lab, Bangalore (slides)
- January 12, 2017 — Prof. Seelamantula presented work on deep sparse coding at the Brain, Computation, and Learning Workshop, IISc. (watch)
- September 13, 2017 — Ph.D. Thesis Colloquium (slides)
- April 7, 2017 — EECS-IISc. Divisional Symposium (slides, poster)