Sourav Kumar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Indian Languages

Top Venues

Publications

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
Privacy preservation for federated learning in health care. Patterns 5 (7) (2024)
Sourav Kumar, Chiang-Heng Chien, Benjamin B. Kimia
Geometry Depth Consistency in RGBD Relative Pose Estimation. CoRR (2024)
Sourav Kumar, A. Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh
Towards More Efficient Data Valuation in Healthcare Federated Learning Using Ensembling. DeCaF/FAIR@MICCAI (2022)
Sourav Kumar, A. Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh
Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling. CoRR (2022)
Salil Aggarwal, Sourav Kumar, Radhika Mamidi
Efficient Multilingual Text Classification for Indian Languages. RANLP (2021)
Sourav Kumar, Salil Aggarwal, Dipti Sharma
Multilingual Multi-Domain NMT for Indian Languages. RANLP (2021)
Sourav Kumar, Salil Aggarwal, Dipti Sharma
IIIT Hyderabad Submission To WAT 2021: Efficient Multilingual NMT systems for Indian languages. WAT@ACL/IJCNLP (2021)
Sourav Kumar, Salil Aggarwal, Dipti Misra Sharma, Radhika Mamidi
How do different factors Impact the Inter-language Similarity? A Case Study on Indian languages. ACL (student) (2021)
Vikrant Goyal, Sourav Kumar, Dipti Misra Sharma
Efficient Neural Machine Translation for Low-Resource Languages via Exploiting Related Languages. ACL (student) (2020)
Anirban Mukhopadhyay, Sourav Kumar, Souvik Roy Chowdhury, Neelotpal Chakraborty, Ayatullah Faruk Mollah, Subhadip Basu, Ram Sarkar
Multi-Lingual Scene Text Detection Using One-Class Classifier. Int. J. Comput. Vis. Image Process. 9 (2) (2019)