Publications

My research publications in chronological order.

Conference Papers

  • Variational Diffusion Unlearning: A Variational Inference Framework for Unlearning in Diffusion Models (2024)
    Panda S., Varun M.S.*, Shreyans Jain*, Maharana, S. K., Prathosh, A. P.
    Accepted at NeurIPS Workshop SafeGenAI and submitted further to AISTATS
    Paper

  • WavShadow: Wavelet Based Shadow Segmentation and Removal (2024)
    Shreyans Jain*, Viraj Vekaria*, Karan Gandhi*, Aadya Arora*
    Accepted at ICVGIP 2024
    Paper

Conference Presentations

  • Suppressing Streak Artifacts in Ultrasound Images during Therapy Guidance by a Hybrid U-Net and Enhanced Masked Autoencoder (2024)
    Shreyans Jain, Mihir A., Ruchika M., Nishita M., Himanshu S.
    Accepted at Conference International Society for Therapeutic Ultrasound, Taipei 2024

  • Suppressing Streak Artifacts Generated by the Interference of Imaging and Therapy Fields: Initial findings using a Hybrid U-Net and Diffusion Model (2024)
    Mihir A., Shreyans Jain, Ruchika M., Nishita M., Himanshu S.
    Accepted at Conference IEEE South Asian Ultrasonics Symposium 2024
    Code Repository | Poster

  • Reconstruction of Ultrasound Super-Resolution Images using a Hybrid Attention-based U-Net Architecture applied to sparse data (2024)
    Ruchika Dhawan, Mihir Agarwal*, Shreyans Jain*, Hrriday Ruparel*, Himanshu Shekhar
    Accepted at Conference International Society for Therapeutic Ultrasound, Taipei 2024