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Parimala Kancharla

Assistant Professor, SCEE, MANAS Lab, IIT Mandi
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Research Interests

Deep Learning, Generative AI, Learned Media Compression, Machine Unlearning, Continual Learning, Sustainable AI

Teaching

  • EE608 - Digital Image Processing (Spring 2023)
  • DS403 - Introduction to Statistical Learning (Fall 2023)
  • DS401 - Optimization for Data Science (Spring 2024)
  • DS413 - Introduction to Statistical Learning (Fall 2024) (Fall 2025)
  • CS683 - Generative AI (Fall 2024)
  • DS411- Optimization for Data Science/ML (Spring 2025)
  • DS412- Matrix Computations for Data Science (Fall 2026)

    • Recent News

    • (27.07.2026) Satish's Paper won the Best Paper award at SPCOM 2026 in the signal processing track!. Congratulations to Satish!!

    • (06.07.2026) Satish's Paper has been shortlisted as a finalist for the Best Paper award at SPCOM 2026. Congratulations to Satish!!

    • (06.07.2026) Two Papers got accepted to SPCOM, 2026. Congratulations to Deepanshi and Satish!!

    • (14.07.2026) Paper titled "MUKSB: Machine Unlearning via Kalai-Smorodinsky Bargaining " got accepted to Expert Systems with Applications. Congratulations to Adarsh and Mridul!!

    • (06.07.2026) Paper titled " Selective Subspace Unlearning for Text to Image Diffusion Models " got accepted to Pattern Recoginition Letters. Congratulations to Adarsh and Mridul!!

    Service

    • Reviewer: IEEE Transactions on Neural Networks and Learning Systems, IEEE Signal Processing Letters, AAAI 2026, NeurIPS, IEEE Transactions on Image Processing, Pattern Recogintion Letters

    Contact

    A17.03.06, North Campus, School of Computing and Electrical Engineering (SCEE),
    IIT Mandi, Mandi, Himachal Pradesh, India - 175005
    Email: parimala[at]iitmandi[dot]ac[dot]in