Sonam Gupta Home Page
PhD Scholar ( Roll No: CS18D005 )
Email : CS18D005 [at] smail [dot] iitm [dot] ac [dot] in   
Advisor(s) : Sukhendu Das
Lab(s) : VP Lab.

Publications : (Last Five, while at IITM)View All

  • PNeRV: A Polynomial Neural Representation for Videos. 
    Authors : Sonam Gupta, Snehal Singh Tomar, Grigorios Chrysos , Sukhendu Das, Ambasamudram Narayanan Rajagopalan
    Appeared in Trans. Mach. Learn. Res., Vol 2024, No., Jan 2024
  • Controllable Image Synthesis via Feature Mask Coupling using Implicit Neural Representation✱. 
    Authors : Sonam Gupta, Arti Keshari, Sukhendu Das
    Appeared in Proceedings of the Thirteenth Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 2022, Gandhinagar, India, December 8-10, 2022 (ICVGIP 2022) ,pp.45:1-45:9, Dec 2022
  • RV-GAN: Recurrent GAN for Unconditional Video Generation. 
    Authors : Sonam Gupta, Arti Keshari, Sukhendu Das
    Appeared in IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2022, New Orleans, LA, USA, June 19-20, 2022, pp.2023-2032, Jun 2022
  • G3AN++: exploring wide GANs with complementary feature learning for video generation. 
    Authors : Sonam Gupta, Arti Keshari, Sukhendu Das
    Appeared in ICVGIP '21: Indian Conference on Computer Vision, Graphics and Image Processing, Jodhpur, India, December 19 - 22, 2021, pp.23:1-23:9, Dec 2021
  • Wavelet Residual Learning for Efficient Future Frame Prediction from Natural Video Sequences. 
    Authors : Sonam Gupta, Sukhendu Das
    Appeared in Pattern Recognition and Machine Intelligence - 9th International Conference, PReMI 2021, Kolkata, India, December 15-18, 2021, Proceedings, Lecture Notes in Computer Science, Vol 13102, No., pp.63-71, Dec 2021

(Recent) Teaching Assistantship : View All  |  Back to top

Jan 2022 - Apr 2022 : - Optimization Methods for Computer Vision Applications (CS6777)
Aug 2021 - Dec 2021 : - Computer Vision (CS6350)
Feb 2021 - May 2021 : - Concepts in Statistical Learning Theory (CS6464)
Aug 2020 - Dec 2020 : - Computer Vision (CS6350)
Jan 2020 - May 2020 : - Natural Language Processing (CS6370)