👋 Hi! Myself Samrat Mukherjee.
I am currently a third-year PhD candidate at the Centre for Machine Intelligence and Data Science, Indian Institute of Technology Bombay. My research is conducted under the guidance of Prof. Biplab Banerjee, Prof. Subhashis Chaudhuri, and Prof. Gemma Roig from Goethe University, Frankfurt. My primary research interests lie in Computer Vision, with a specific focus on Domain Adaptation, Domain Generalization in Continually changing environment. I am working towards designing sample efficient learning algorithms. I am grateful to have my doctoral studies supported by the prestigious Prime Minister Research Fellowship Programme.
Prior to joining my PhD, I completed my Master’s degree at the Indian Institute of Technology Patna, where I worked under the supervision of Prof. Asif Ekbal. My Master’s thesis focused on Medical Imaging, and I also conducted research in AI for Code, specifically on code summarization (published in COLING 2025).
News
[Jan 2026] Paper accepted at TMLR, 2026.
[Jun 2025] Paper accepted at TALLIP, 2025.
[Feb 2025] Paper accepted at CVPR, 2025.
[Dec 2024] Paper accepted at ICASSP, 2025.
[Nov 2024] Paper accepted at COLING-Industry Track, 2025.
[May 2024] 🥈 Received Institute Silver Medal in my M.Tech. at Indian Instiute of Technology, Patna.
