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)

CS683 - Generative AI (Fall 2024)

DS411- Optimization for Data Science/ML (Spring 2025)

Recent News

(18.06.2025) Congratulations to PGP students, Abhishek Dubey, Florina, and Vaibhav on receiving offers from HCL Technologies, TATA Advanced Systems, and IIT Delhi, respectively!!
(18.06.2025) Kriti Khare's paper got accepted to INNS DLIA 2025 Workshop at IJCNN 2025 to be held in Rome, Italy. Congratulations Kriti!
(18.06.2025) Siddhi Agarwal's paper got accepted to CVIP,2025 to be held at IIT, Ropar. Congratulations Siddhi!
(28.02.2025) Dr. Parimala Kancharla delivered a presentation titled "Efficient Pruning of Diffusion Models" at Vehant Technologies as part of their AGAM Session.Link
(24.02.2025) The project "Development of Energy-Efficient Deep Models for Sustainable AI" has been approved by ANRF under the PMECRG Scheme with funding of 37.3 lakhs
(31.01.2025) Our MTech student Satish Maurya has been selected for the IndianAI Fellowship for his project on "Bio Inspired Deep Models." Congratulations Satish!
(05.02.2025) Pallav Dwivedi's paper got accepted to NCC,2025 to be held at IIT,Delhi. Congratulations Pallav!
(04.02.2025) Received the "Teaching Excellence Award 2025 for SCEE" at IIT Mandi
(31.01.2025) Our CS-BTech student Vihan Kapoor has been selected for the IndianAI Fellowship for his project on "Lossy Image Compression Using Diffusion Models."
(13.11.2024) Our tutorial on GenerativeAI for Neurodegeneration in collaboration with Dr.Neelam Sinha got accepted to ICVGIP-2024 to be held at IIIT Bangalore
(21.10.2024) Congratulations to Reshu Bansal on being selected for the semester exchange program initiated by the Government of Japan!
(20.10.2024) Siddharth Shakhya's two papers got accepted to ICVGIP,2024 to be held at IIIT,Bangalore. Congratulations Siddharth!
(28.09.2024) Shubham Patwar (MTech,CSP student) joined Medinno Systems as a Data Scientist. Congratulations Shubham!
(27.05.2024) Organized a workshop on "Applications of Deep Learning" jointly with Dr. Aditya Nigam at IIT Mandi
(15.05.2024) Delievered a talk on "Quality Aware Generative Modeling" at IIT Indore, SERB karyashala workshop
(20.12.2023) Delivered a tutorial on 'Generative AI' at ICVGIP-2023, IIT Ropar, in collaboration with Dr. Sumantra Dutta Roy, Dr. Gaurav Jaiswal, and Dr. Aditya Nigam.

Service

Reviewer: IEEE Transactions on Neural Networks and Learning Systems, IEEE Signal Processing 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