To seek a project in our research group, you need to be good at linear algebra, probability, differential calculus, machine learning, basic deep learning, python, numpy, and pytorch (or TensorFlow+Keras). MTP and DDP students are expected to make original contributions to tech or the lab to get a good grade. BTP/RnD/SRE students are expected to understand research papers well enough to coach others. If you are ready to work hard, you will get lots of mentorship.
During PhD studies, students (research scholars) are expected to move towards independent exploration by reading others' research, understanding advanced mathematics through self-study, concieving new ideas, trying those ideas, and communicating their findings to the world. They also get paid a stipend and get to live in a well equipped campus. After a PhD, they can join academics, big companies, or a startup. If this sounds like fun, then here is how to apply.
THERE ARE NO INTERNSHIPS due to the Covid situation. Please check out mastAI ki paatSHALA instead.
We have very few intern spots compared to the number of applications. Please forgive me if I do not respond to each query. Preference will be given to IITB students due to their familiarity with the system. See the section on the left for IIT Bombay student for the background required. It will be best if you apply after meeting those requirements. Write to medal.iitb.job at gmail, and be specific about what you know. We also expect that you would have a specific interest in one of our projects.
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Weakly supervised lesion localization in histology.
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Semi-supervised lesion localization in radiology.
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Initialization of neural networks for radiology using unlabeled data.
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Compression of histology images and extraction of generic features for histology in an unsupervised manner.
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Improved classification of radiology images using data augmentation.
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Graph convolutional neural networks.
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Visualization of CNN features.