Suvaditya Mukherjee

Suvaditya Mukherjee

he/him

ML @ USC, Google Developer Expert for AI and Google Cloud

Publications

You can also find my articles on my Google Scholar profile. This list is exhaustive and includes publications in reputed online blogs that are also citable. Conference Papers are marked with a asterisk (*).

Conference Papers

ICPR 2024 Competition on Rider Intention Prediction*

Published in International Conference on Pattern Recognition (Lecture Notes for Computer Science), 2024

This paper is about solutions presented for the ICPR 2024 Competition on Rider Intention Prediction. Read more

Recommended citation: Gangisetty, S. et al. (2025). ICPR 2024 Competition on Rider Intention Prediction. In: Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, CL., Bhattacharya, S., Pal, U. (eds) Pattern Recognition. Competitions. ICPR 2024. Lecture Notes in Computer Science, vol 15334. Springer, Cham.
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Project Lingua Franca: Democratizing Information through Unified Optical Character Recognition and Neural Machine Translation*

Published in MoSICom, 2023

Using latest advances in low-resource language modelling to translate old books into modern languages. Read more

Recommended citation: S. S. Mukherjee, A. Chandra, K. Chemburkar and V. Kulkarni, "Project Lingua Franca: Democratizing Information through Unified Optical Character Recognition and Neural Machine Translation," 2023 International Conference on Modeling, Simulation & Intelligent Computing (MoSICom), Dubai, United Arab Emirates, 2023, pp. 486-491
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Guiding the Student’s Learning Curve: Augmenting Knowledge Distillation with Insights from GradCAM*

Published in MoSICom, 2023

We show that you can speed up convergence upon using internal signals of the teacher network in conjunction with the normal distillation process. Read more

Recommended citation: S. S. Mukherjee, D. Vinod Chandan and S. Dongre, "Guiding the Student’s Learning Curve: Augmenting Knowledge Distillation with Insights from GradCAM," 2023 International Conference on Modeling, Simulation & Intelligent Computing (MoSICom), Dubai, United Arab Emirates, 2023, pp. 587-591
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Articles

Setting Up a GPU Development Environment Using Docker

Published in PyImageSearch, 2023

Third and final part in series, about setting up GPU environments with Docker Read more

Recommended citation: Mukherjee, S. “Setting Up a GPU Development Environment Using Docker,” PyImageSearch, P. Chugh, A. R. Gosthipaty, S. Huot, K. Kidriavsteva, and R. Raha, eds., 2023, https://pyimg.co/8bf3a
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Getting Used to Docker for Machine Learning

Published in PyImageSearch, 2023

Second part in series, about using common Docker utilities Read more

Recommended citation: Mukherjee, S. “Getting Used to Docker for Machine Learning,” PyImageSearch, P. Chugh, A. R. Gosthipaty, S. Huot, K. Kidriavsteva, and R. Raha, eds., 2023, https://pyimg.co/hf5bk
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Getting Started with Docker for Machine Learning

Published in PyImageSearch, 2023

First part in series, about using Docker for Machine Learning workflows Read more

Recommended citation: Mukherjee, S. “Getting Started with Docker for Machine Learning,” PyImageSearch, P. Chugh, A. R. Gosthipaty, S. Huot, K. Kidriavsteva, and R. Raha, eds., 2023, https://pyimg.co/k3xw6
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