Vinayak Gupta

Email: vinayakguptapokal at gmail dot com
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Hi 👋! I'm currently a final year Dual Degree student at Indian Institute of Technology, Madras. I currently work under Prof Kaushik Mitra in the Computation Imaging Lab.
I was fortunate enough to spend several summers with institutes like IIIT Hyderabad and University of Illinois Urbana-Champaign(UIUC). In the summer of 2023, I worked with Prof P.J. Narayanan(Director, IIITH) and in the summer of 2024, I worked with Prof Yuxiong Wong from UIUC. Currently for my Masters Thesis, I am working with Prof Kaushik Mitra and Prof Aswin Sankaranarayanan from CMU on the intersection of imaging and graphics.
I am applying for PhD positions this fall!!!

Publications

GANESH: Generalizable NeRFs for Lensless Imaging
Rakesh Raj*,  Akshat Kaimal*,  Badhri Narayanan KV*,  Vinayak Gupta,  Rohit Chowdhary,  Chandrakala S,  Kaushik Mitra, 
Under Review at WACV 2025. 

GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary Views
Vinayak Gupta*,  Girish Rongali*,  Mukund Varma T*,  Ayush Tewari,  Kaushik Mitra, 
ECCV 2024. 
[webpage]  [paper]  [code]  [demo] 

GSN: Generalisable Segmentation of Neural Radiance Fields
Vinayak Gupta,  Rahul Goel,  Dhawal Sirikonda,  P J Narayanan, 
AAAI 2024. 
[webpage]  [paper]  [code]  [demo] 

U2NeRF: Unsupervised Underwater Image Restoration and Neural Radiance Fields
Vinayak Gupta*,  Manoj S*  Mukund Varma T*  Kaushik Mitra 
ICLR Tiny Papers 2024. 
[paper] 

Academic Service
  • Teaching Assistant (IIT Madras):
    • Online BS: Deep Learning Practices, Fall 2024.
    • EE5176 Computational Photography, Fall 2024.
    • EE5178 Modern Computer Vision, Spring 2024.
    • EE5180 Introduction to Machine Learning, Spring 2023.

About Me

I am always happy to discuss / collaborate on related areas. Feel free to reach out to me via email.

Template adapted from Yinbo Chen