Shubham Dokania

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Hi! I’m currently a MS (Research, Computer Science) student at IIIT Hyderabad, supervised by Prof. C. V. Jawahar at CVIT, Prof. Manmohan Chandraker from UCSD . Previously, I was working as a Research Engineer at Mercedes-Benz Research & Development India, working on the MBUX Interior Assistant using Computer Vision and Deep Learning.

I finished my undergraduate from Delhi Technological University (Formerly DCE) in 2017, with a degree in Mathematics and Computing. I have been lucky to receive mentorship by some amazing people including Prof. C.V. Jawahar, Prof. Manmohan Chandraker, Dr. Anbumani Subramanian, and Dr. Ganesh Bagler.

I love to explore different problems, especially in computer vision, and experiment with different domains frequently. Sometimes, it ends up in something useful, other times it’s a good learning experience. I try to share my random thoughts on my blog.

Have a look at my CV for more details!

news

Nov 7, 2022 Giving a talk on Driving Datasets: Real and Un-Real at CVC, Universitat Autònoma de Barcelona, hosted by Prof. Dimosthenis Karatzas and meet with Dr. Antonio Manuel Lopez.
Nov 4, 2022 Giving a talk on Driving Datasets: Real and Un-Real at University of Catania, hosted by Prof. Giovanni Maria Farinella and Dr. Antonino Furnari.
Oct 10, 2022 IDD-3D: Indian Driving Dataset for 3D Unstructured Road Scenes got accepted at WACV 2023!
Jul 10, 2022 TRoVE: Transforming Road Scene Datasets into Photorealistic Virtual Environments got accepted at ECCV 2022!
May 22, 2022 Student Volunteer at 3D Vision Summer School, IIIT Hyderabad. Conducted a session on 3D data manipulation using Blender, and Graph Neural Networks for Point Cloud analysis.
Aug 1, 2021 Worked as a Student Volunteer for CVIT Summer School in Computer Vision 2021.
Nov 25, 2020 Started working as a Student Researcher (MS) at CVIT, IIIT Hyderabad, advised by Prof. C. V. Jawahar, Prof. Manmohan Chandraker, and Dr. Anbumani Subramanian.
Aug 10, 2020 I’ll be joining IIIT-Hyderabad as a MS (Research) Student.
Feb 18, 2020 Received the Product Innovation Award at Mercedes-Benz R&D India.
Dec 1, 2019 Paper GrahAM accepted at NeurIPS 2019 Workshop: New in ML!

selected publications

  1. IDD-3D: Dataset for Driving on Unstructured Roads
    Dokania, Shubham, Hafez, A.H. Abdul,  Subramanian, Anbumani and 2 more authors
    WACV 2023 2023
    HTML PDF
  2. TRoVE: Transforming Road Scene Datasets into Photorealistic Virtual Environments
    Dokania, Shubham, Subramanian, Anbumani,  Chandraker, Manmohan and 1 more author
    ECCV 2022 2022
    HTML PDF
  3. Graph Representation learning for Audio & Music genre Classification
    Dokania, Shubham,  and Singh, Vasudev
    arXiv preprint arXiv:1910.11117 2019