Soham Chitnis

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I am a final year student at Birla Institute of Technology and Science Pilani, K.K. Birla Goa Campus, pursuing undergrad in Computer Science with a minor in Data Science. My research interests are Computer Vision, Deep Learning, Machine Learning, and Artificial Intelligence. In my undergraduate thesis at TCS Research, I explored grounding large language models for Chart Understanding. I also investigated the impact of language-image pre-training of the visual encoder on the Chart Visual Question Answering (Chart VQA) task. I have worked on developing a deep learning-based model for cancer diagnosis using histopathology images and the generation of novel drug molecules for cancer cure using Deep Graph Generators. I have worked on Hyperspectral Images for various downstream tasks. I am a member of Society for Artificial Intelligence and Deep Learning. I am looking to collaborate on research projects and Research Assistant/ Project Assistant positions.

news

Mar 16, 2024 Paper: SpACNN-LDVAE: Spatial Attention Convolutional Latent Dirichlet Variational Autoencoder for Hyperspectral Pixel Unmixing accepted as Oral Presentation at IGARSS 2024 Preprint
Jan 18, 2024 Teaching Assistant for the course Computer Networks offered by Dept. C.S. & IS BITS Pilani.
Sep 6, 2023 Joined TCS Research as a Research Intern
Jun 7, 2023 Paper accepted as an Oral-Presentation at EMBC 2023.
Jun 5, 2023 Joined Visual Computing Lab, Ontario Tech University, Canada as a Visiting Scholar.
Apr 11, 2023 Paper accepted at EMBC 2023: Preprint
Feb 13, 2023 Awarded MITACS Globalink Research Internship Scholarship for the summer internship at Visual Computing Lab, Ontario Tech University.
Oct 1, 2022 Joined the Kwon Lab for Low Vision and Brain Research, Northeastern University as a Research Assistant.
Jul 1, 2022 Started as Instructor for the course Introduction to Deep Learning by Quark Controls, BITS Pilani Goa.
Jul 1, 2022 Attending the 6th Summer School on AI with focus on Computer Vision & Machine Learning.
May 30, 2022 Joined CSIR-CEERI Pilani as Research Intern.
May 1, 2022 Teaching Assistant for course Computer Programming offered by Dept. C.S. & IS BITS Pilani.
Feb 1, 2022 Joined APP Centre for AI Research, BITS Pilani as Undergraduate Research Collaborator.