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Official Implementation of our paper "Supervision meets Self-Supervision: A Deep Multitask Network for Colorectal Cancer Histopathological Analysis" [Best Paper Award at MISP 2022]

Home Page: https://link.springer.com/chapter/10.1007/978-981-99-0047-3_41

License: MIT License

Python 100.00%
deep-metric-learning computer-vision self-supervised medical-imaging colorectal-cancer histopathology deep-learning pytorch

dmtnet-crch's Introduction

Hi there! 👋

I am Soumitri Chattopadhyay, a first year Computer Science Ph.D. student at the University of North Carolina at Chapel Hill. I completed my Bachelors (B.E.) in June '23 majoring in Information Technology at Jadavpur University, India.

Research Interests

Presently, I am working on video understanding for editing/generation tasks. My prior research background focused on self-supervised learning for various computer vision applications, particularly on low-resource data (medical imaging, human sketches, signatures etc.). I am also particularly interested in multi-modal understanding of videos (audio+video+text) and occasionally work on audio/language processing.

Recent updates

  • New!! [Aug '23]  One paper accepted at BMVC 2023!
  • New!! [Jun '23]  One paper accepted at ICIP 2023!
  • New!! [May '23]  One paper accepted at INTERSPEECH 2023 for Oral presentation!
  • New!! [Apr '23]  One paper accepted at ECV Workshop @ CVPR 2023 for Oral presentation!
  • New!! [Feb '23]  One paper accepted at CVPR 2023!
  • New!! [Feb '23]  One paper accepted at ICASSP 2023!

Ways to reach out to me:
Email  /  Google Scholar  /  Blogs  /  Website  /  LinkedIn

dmtnet-crch's People

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