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soumitri2001/README.md

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

Pinned

  1. SmallDataSSL SmallDataSSL Public

    [ICIP 2023] Exploring Self-Supervised Learning for Low-Resource Medical Image Analysis, IEEE Intl. Conf. on Image Processing (ICIP), 2023 (accepted)

    Python 6 2

  2. SWIS-Self-Supervised-Learning-for-Offline-Signature-Verification SWIS-Self-Supervised-Learning-for-Offline-Signature-Verification Public

    [ICIP 2022, Oral] "SWIS: Self-Supervised Representation Learning For Writer Independent Offline Signature Verification", IEEE Intl. Conf. on Image Processing (ICIP), 2022

    Python 9

  3. SURDS-SSL-OSV SURDS-SSL-OSV Public

    [ICPR 2022] "SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification", Intl. Conf. on Pattern Recognition (ICPR), 2022

    Python 14 2

  4. SnapEnsemFS SnapEnsemFS Public

    Based on our paper "SnapEnsemFS: A Snapshot Ensembling-based Deep Feature Selection Model for Colorectal Cancer Histological Analysis" published in Scientific Reports, Nature (2023).

    Python 2

  5. Wrapper-Filter-Speech-Emotion-Recognition Wrapper-Filter-Speech-Emotion-Recognition Public

    Implementation of our paper "A Hybrid Deep Feature Selection Framework for Emotion Recognition from Human Speeches" [Multimedia Tools and Applications, Springer]

    Python 7 8

  6. Pneumonia-Detection-Local-Search-aided-SCA Pneumonia-Detection-Local-Search-aided-SCA Public

    Based on our paper "Pneumonia Detection from Lung X-ray Images using Local Search Aided Sine Cosine Algorithm based Deep Feature Selection Method" [International Journal of Intelligent Systems, Wiley]

    Python 10 4