Sourav Kumar

According to our database, Sourav Kumar authored at least 10 papers between 2019 and 2024.

Collaborative distances:

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

2024

Privacy preservation for federated learning in health care.

Sarthak Pati, Sourav Kumar, Amokh Varma, Brandon Edwards, Charles Lu, Liangqiong Qu, Justin J. Wang, Anantharaman Lakshminarayanan, Shih-han Wang, Micah J. Sheller, Ken Chang, Praveer Singh, Daniel L. Rubin, Jayashree Kalpathy-Cramer, Spyridon Bakas

Patterns, 2024

Geometry Depth Consistency in RGBD Relative Pose Estimation.

Sourav Kumar, Chiang-Heng Chien, Benjamin B. Kimia

CoRR, 2024

Cycle-GANs Generated Difference Maps to Interpret Race Prediction from Medical Images.

Lakshika Rathi, Giacomo Nebbia, Ken Chang, Sourav Kumar, Aarushi Gupta, Syed Rakin Ahmed, Jay B. Patel, Christopher Clark, Yoga Advaith Veturi, Aaron S. Coyner, Aakanksha Rana, Christopher P. Bridge, Stephen McNamara, J. Peter Campbell, Matthew D. Li, Jayashree Kalpathy-Cramer, Praveer Singh

Proceedings of the Ethics and Fairness in Medical Imaging, 2024

2022

Towards More Efficient Data Valuation in Healthcare Federated Learning Using Ensembling.

Sourav Kumar, Anantharaman Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh

Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022

2021

Multilingual Multi-Domain NMT for Indian Languages.

Sourav Kumar, Salil Aggarwal, Dipti Sharma

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Efficient Multilingual Text Classification for Indian Languages.

Salil Aggarwal, Sourav Kumar, Radhika Mamidi

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

IIIT Hyderabad Submission To WAT 2021: Efficient Multilingual NMT systems for Indian languages.

Sourav Kumar, Salil Aggarwal, Dipti Sharma

Proceedings of the 8th Workshop on Asian Translation, 2021

How do different factors Impact the Inter-language Similarity? A Case Study on Indian languages.

Sourav Kumar, Salil Aggarwal, Dipti Misra Sharma, Radhika Mamidi

Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021

2020

Efficient Neural Machine Translation for Low-Resource Languages via Exploiting Related Languages.

Vikrant Goyal, Sourav Kumar, Dipti Misra Sharma

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2020

2019

Multi-Lingual Scene Text Detection Using One-Class Classifier.

Anirban Mukhopadhyay, Sourav Kumar, Souvik Roy Chowdhury, Neelotpal Chakraborty, Ayatullah Faruk Mollah, Subhadip Basu, Ram Sarkar

Int. J. Comput. Vis. Image Process., 2019