Avideep Mukherjee
Senior AI Researcher
Dolby Laboratories Inc.
I'm a Senior AI Researcher at Dolby Laboratories Inc. working on Generative modelling and Computer Vision. Previously I was a PhD student in the Department of Computer Science and Engineering at IIT Kanpur where I was advised by Prof. Piyush Rai and Prof. Vinay P. Namboodiri (University of Bath).
Education
Indian Institute of Technology Kanpur
Integrated M.Tech. - Ph.D. in Computer Science and Engineering
Advisor: Prof. Piyush Rai & Prof. Vinay P. Namboodiri (University of Bath)
Thesis: Towards Expressive and Compact Deep Generative Models: Attentive Flows and Block-wise Diffusion Models
Ramakrishna Mission Vivekananda Educational and Research Institute
M.Sc. in Computer Science
Thesis: A Medoid-Based Weighting Scheme for Qualitative Improvement of Nearest Neighbor Decision Rule
Ramakrishna Mission Vidyamandira
B.Sc. in Computer Science
Publications
Computer Vision and Pattern Recognition (under review) 2025
Patch-Diffusion with Dynamic Retrieval-Augmented Guidance via Permutation-Invariant Conditioning
Pal, Shivam; Mukherjee, A; Namboodiri, Vinay P; Rai, Piyush
British Machine Vision Conference (BMVC) 2024
RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance
Mukherjee, A; Banerjee, S; Rai, P; Namboodiri, VP
Atmospheric Environment 2024
A Hybrid Approach for Integrating Micro-Satellite Images and Sensors Network-Based Ground Measurements Using Deep Learning for High-Resolution Prediction of Fine Particulate Matter (PM2.5) over an Indian City, Lucknow
Tripathi, Sachchida; Jain, Vaishali; Mukherjee, Avideep; Madhwal, Sandeep; Bergin, Michael H.; Bhave, Prakash; Carlson, David; Jiang, Ziyang; Rai, Piyush
International Conference on Robotics and Automation (ICRA) 2024
Verse: Virtual-gradient Aware Streaming Lifelong Learning with Anytime Inference
Banerjee, S; Verma, VK; Mukherjee, A; Gupta, D; Namboodiri, VP; Rai, P
European Geosciences Union - General Assembly 2023
Predicting PM2.5 based on micro-satellite imagery and low-cost sensor network using CNN-RT-RF Joint Model
Tripathi, S; Jain, V; Mukherjee, A; Banerjee, S; Rai, P; Madhwal, S
Experience
Senior AI Researcher — Dolby Laboratories Inc.
Manager: Claus Bauer
Working on Computer Vision, Generative Modelling and Attribution
Senior Student Research Associate — Indian Institute of Technology Kanpur
Advisor: Prof. Sachida Nand Tripathi & Prof. Piyush Rai
Developed novel algorithms for prediction of PM 2.5 concentration in the environment.
Software Development Engineering Intern — Linkedin Corporation
Manager: Vipin Gupta
Worked on developing text-to-image geneative models using GANs.
Summer Intern — Indian Statistical Institute, Kolkata
Advisor: Prof. Partha Pratim Mohanty
Worked on developing classical solutions to unconstrained video recognition using SIFT and HOG features.