Shashank Mujumdar

According to our database, Shashank Mujumdar authored at least 21 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Identifying Semantically Difficult Samples to Improve Text Classification.

Shashank Mujumdar, Stuti Mehta, Hima Patel, Suman K. Mitra

CoRR, 2023

2022

Automatic Assessment of Quality of your Data for AI.

Hima Patel, Nitin Gupta, Naveen Panwar, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Vitobha Munigala

Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

2021

1st International Workshop on Data Assessment and Readiness for AI.

Bortik Bandyopadhyay, Sambaran Bandyopadhyay, Srikanta Bedathur, Nitin Gupta, Sameep Mehta, Shashank Mujumdar, Srinivasan Parthasarathy, Hima Patel

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2021

2nd International Workshop on Data Quality Assessment for Machine Learning.

Hima Patel, Fuyuki Ishikawa, Laure Berti-Équille, Nitin Gupta, Sameep Mehta, Satoshi Masuda, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Yasuharu Nishi

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Data Quality for Machine Learning Tasks.

Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning.

Subhojeet Pramanik, Shashank Mujumdar, Hima Patel

CoRR, 2020

Small, Sparse, but Substantial: Techniques for Segmenting Small Agricultural Fields Using Sparse Ground Data.

Smit Marvaniya, Umamaheswari Devi, Jagabondhu Hazra, Shashank Mujumdar, Nitin Gupta

CoRR, 2020

Overview and Importance of Data Quality for Machine Learning Tasks.

Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Budgeted Batch Mode Active Learning with Generalized Cost and Utility Functions.

Arvind Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Simultaneous Optimisation of Image Quality Improvement and Text Content Extraction from Scanned Documents.

Shashank Mujumdar, Nitin Gupta, Abhinav Jain, Douglas Burdick

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Radial Loss for Learning Fine-grained Video Similarity Metric.

Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta, Chiranjoy Chattopadhyay

Proceedings of the IEEE International Conference on Acoustics, 2019

Learning Convolutional Neural Networks with Deep Part Embeddings.

Nitin Gupta, Shashank Mujumdar, Prerna Agarwal, Abhinav Jain, Sameep Mehta

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Learning an Order Preserving Image Similarity through Deep Ranking.

Nitin Gupta, Shashank Mujumdar, Suranjana Samanta, Sameep Mehta

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Pentuplet Loss for Simultaneous Shots and Critical Points Detection in a Video.

Nitin Gupta, Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Sameep Mehta

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Content Driven Enrichment of Formal Text using Concept Definitions and Applications.

Abhinav Jain, Nitin Gupta, Shashank Mujumdar, Sameep Mehta, Rishi Madhok

Proceedings of the 29th on Hypertext and Social Media, 2018

Semantic Understanding for Contextual In-Video Advertising.

Rishi Madhok, Shashank Mujumdar, Nitin Gupta, Sameep Mehta

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

A System for Predicting Health of an E-Contract.

Nishtha Madaan, Shashank Mujumdar, Santosh Srivastava, Ankush Gupta, Srikanth Tamilselvam, Arun Kumar, Qinlong Luo

Proceedings of the 2018 IEEE International Conference on Services Computing, 2018

2017

Coherent Visual Description of Textual Instructions.

Shashank Mujumdar, Nitin Gupta, Abhinav Jain, Sameep Mehta

Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

2014

A Multi-Stage Framework for Classification of Unconstrained Image Data from Mobile Phones.

Shashank Mujumdar, Dror Porat, Nithya Rajamani, L. Venkata Subramaniam

Int. J. Multim. Data Eng. Manag., 2014

2013

Efficient Multi-stage Image Classification for Mobile Sensing in Urban Environments.

Shashank Mujumdar, Nithya Rajamani, L. Venkata Subramaniam, Dror Porat

Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

2012

A novel framework for segmentation of stroke lesions in Diffusion Weighted MRI using multiple b-value data.

Shashank Mujumdar, R. Varma, L. T. Kishore

Proceedings of the 21st International Conference on Pattern Recognition, 2012