Ruchit Rawal

Junior Research Fellow at the Indian Institute of Science (IISc.), Bangalore, India. :india:

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I am currently working as a Junior Research Fellow at Visual Computing Lab (IISc.) where I am fortunate to be advised by Prof. Anirban Chakraborty. I have completed my bachelor’s in Electronics and Communication Engineering from Delhi University, India.

I am interested in developing algorithms that can emulate powerful aspects of human cognition, such as robustness to novel inputs (machine learning robustness) and efficient transfer of prior knowledge to novel environments (learning with limited data). My current work is focused on training robust DNNs under challenging scenarios like the absence of training data, limited-supervision, etc.

Please feel free to reach out if you have any questions / want to discuss research directions, collaborate etc.

Resume

Selected Publications

  1. BMVC
    MMD-ReID: A Simple but Effective solution for Visible-Thermal Person ReID
    Jambigi, Chaitra,  Rawal, Ruchit, and Chakraborty, Anirban
    In British Machine Vision Conference 2021
  2. WACV
    DAD: Data-free Adversarial Defense at Test Time
    Nayak, G. K.,  Rawal, Ruchit, and Chakraborty, Anirban
    In IEEE Winter Conference on Applications of Computer Vision 2022