Avatar

Jimut Bahan Pal

( জীমূত / जीमूत )


Research Fellow
Office: SIC-401, 4th Floor, Kanwal Rekhi (KReSIT) Building.
Centre for Machine Intelligence and Data Science.
Indian Institute of Technology (IIT) Bombay.
Powai, Mumbai, Maharashtra - 400076.



Biography


I am a 3rd year Ph.D. Student in Centre for Machine Intelligence and Data Science (C-MInDS) at IIT Bombay and advised by Professor Suyash P. Awate. I have completed my postgraduation from Ramakrishna Mission Vivekananda Educational and Research Institute where I pursued M. Sc. in Computer Science. I have completed my undergraduate studies at St. Xavier's College, Kolkata.

I am fortunate to be mentored by fantastic researchers and engineers during my undergraduate and postgraduate studies. During my postgraduation I have been mentored by Tamal Maharaj and Dripta Mj and did several projects in Computer Vision and Deep Learning under their supervision. I am blessed to attend courses offered by Shreesh Maharaj, Swathy Prabhu Mj and Subir Ghosh in RKMVERI. In the past, I have been supervised by Prof. Shalabh Agarwal (former HOD of CS, St. Xavier's College). Here are a set of PDFs and notes. I wrote most of them during my stay at RKMVERI.

Meaning of Jimut: the name Jimut holds a profound significance, as it conveys the essence of Lord Indra , the revered King of the Gods in Hindu mythology, akin to the mighty Zeus in Greek lore. However, when examining my full name, Jimut Bahan (carrier of Indra), a more nuanced and profound interpretation emerges. It not only carries the association with Indra but also embraces the evocative meaning of "clouds," imbuing it with a deeper and more encompassing symbolism.


Education


St. Agnes Branch School, IIT Kharagpur (2002 - 2008) - Primary Education.
Central Modern School, Baranagar (2008 - 2016) - Secondary Education.
St. Xavier's Collge, Kolkata (Jul '16 - May '19) - B.Sc. (Hons.) in Computer Science.
RKMVERI, Belur (July '19 - July '21) - M.Sc. in Computer Science.
C-MInDS, IIT Bombay (July '22 - Present) - Ph.D.


Research


My research interest lies in Deep Learning and Computer Vision in medical settings where I have published a few works. I am also interested in other fields of deep learning such as semi-supervised learning, generative networks, explainable AI and unsupervised learning.


Teaching


I will be Teaching the following courses (for PMRF)

RKMVERI - Spring 2024 - (3 credits) - Applications of Computer Vision and Deep Learning (CS411)

I am a Teaching Assistant for the following courses @ IIT Bombay

IIT Bombay - Autumn 2023 - (6 credits) - Programming for Data Science (DS 203)



Honors & Awards


2024 - MICCAI-2024 RISE Registration Grant.
2023 - Prime Minister's Research Fellowship as a Lateral Fellow Cycle 11.
2022 - C-MInDS Fellowship for getting the highest entrance test and interview scores CMInDS@IITB.



News


Aug '24 - Recieved the MICCAI-2024 RISE Registration Grant.
June '24 - One paper accepted at MICCAI 2024.
June '24 - One paper accepted at ICIP 2024.
Mar '24 - Our paper on QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge is now out on Arxiv.
Mar '24 - My M.Sc. thesis (outdated, not so well written, images super compressed) is now openly available. Please look into the paper for getting the idea.
Mar '24 - We have made the RV-PBS dataset openly available.
Mar '24 - Our paper titled Advancing instance segmentation and WBC classification in peripheral blood smear through domain adaptation - A study on PBC and the novel RV-PBS datasets based on my M.Sc. thesis got accepted in Expert Systems With Applications journal (IF: 8.5, Q1).
[News Archives]



Trivia


Hobbies - Long Walks, Watching Anime and movies, of course - maintaining this website.
Erdös Number - Four
Dijkstra Number - Four
Brother's website - Jisnoo