Shashank Mujumdar
Shashank Mujumdar
Advisory Research Scientist at IBM Research
Verified email at - Homepage
Cited by
Cited by
Overview and importance of data quality for machine learning tasks
A Jain, H Patel, L Nagalapatti, N Gupta, S Mehta, S Guttula, S Mujumdar, ...
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
Data quality for machine learning tasks
N Gupta, S Mujumdar, H Patel, S Masuda, N Panwar, S Bandyopadhyay, ...
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
Towards a multi-modal, multi-task learning based pre-training framework for document representation learning
S Pramanik, S Mujumdar, H Patel
arXiv preprint arXiv:2009.14457, 2020
A novel framework for segmentation of stroke lesions in diffusion weighted MRI using multiple b-value data
S Mujumdar, J Sivaswamy, R Varma, LT Kishore
Pattern Recognition (ICPR), 2012 21st International Conference on, 3762-3765, 2012
Small, sparse, but substantial: techniques for segmenting small agricultural fields using sparse ground data
S Marvaniya, U Devi, J Hazra, S Mujumdar, N Gupta
International journal of remote sensing 42 (4), 1512-1534, 2021
Advertisement insertion in videos
N Gupta, S Mujumdar, S Mehta
US Patent App. 16/238,308, 2020
Simultaneous optimisation of image quality improvement and text content extraction from scanned documents
S Mujumdar, N Gupta, A Jain, D Burdick
2019 International Conference on Document Analysis and Recognition (ICDAR …, 2019
Semantic understanding for contextual in-video advertising
R Madhok, S Mujumdar, N Gupta, S Mehta
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
Content driven enrichment of formal text using concept definitions and applications
A Jain, N Gupta, S Mujumdar, S Mehta, R Madhok
Proceedings of the 29th on Hypertext and Social Media, 96-100, 2018
Automatic Assessment of Quality of your Data for AI
H Patel, N Gupta, N Panwar, R Sharma Mittal, S Mehta, S Guttula, ...
5th Joint International Conference on Data Science & Management of Data (9th …, 2022
Learning an order preserving image similarity through deep ranking
N Gupta, S Mujumdar, S Samanta, S Mehta
2018 24th International Conference on Pattern Recognition (ICPR), 1115-1120, 2018
Efficient multi-stage image classification for mobile sensing in urban environments
S Mujumdar, N Rajamani, LV Subramaniam, D Porat
2013 IEEE international symposium on multimedia, 237-240, 2013
Detection and Segmentation of Stroke Lesions from Diffusion Weighted MRI Data of the Brain
S Mujumdar
International Institute of Information Technology Hyderabad, 2013
2nd International Workshop on Data Quality Assessment for Machine Learning
H Patel, F Ishikawa, L Berti-Equille, N Gupta, S Mehta, S Masuda, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
Auto-windowing of ischemic stroke lesions in diffusion weighted imaging of the brain
S Mujumdar, J Sivaswamy, LT Kishore, R Varma
2013 Indian Conference on Medical Informatics and Telemedicine (ICMIT), 1-6, 2013
Video processing for troubleshooting assistance
A Mitra, N Gupta, S Mujumdar, S Mehta
US Patent 11,501,176, 2022
Cohesive visualized instruction representation
S Mujumdar, N Gupta, S Mehta
US Patent 11,200,283, 2021
Data Quality for Machine Learning Tasks
H Patel, N Gupta, S Mujumdar, S Masuda, N Panwar, S Bandyopadhyay, ...
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021
1st International Workshop on Data Assessment and Readiness for AI
B Bandyopadhyay, S Bandyopadhyay, S Bedathur, N Gupta, S Mehta, ...
Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2021 …, 2021
Radial loss for learning fine-grained video similarity metric
A Jain, P Agarwal, S Mujumdar, N Gupta, S Mehta, C Chattopadhyay
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
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