Search Results for author: Sourav Kumar

Found 7 papers, 0 papers with code

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

no code implementations ACL (WAT) 2021 Sourav Kumar, Salil Aggarwal, Dipti Sharma

For the scope of this task, we have built multilingual systems for 20 translation directions namely English-Indic (one-to- many) and Indic-English (many-to-one).

NMT Translation

Geometry Depth Consistency in RGBD Relative Pose Estimation

no code implementations1 Jan 2024 Sourav Kumar, Chiang-Heng Chien, Benjamin Kimia

Relative pose estimation for RGBD cameras is crucial in a number of applications.

Pose Estimation

Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling

no code implementations12 Sep 2022 Sourav Kumar, A. Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh

However, in healthcare where the number of contributing institutions are likely not of a colossal scale, computing exact SVs is still exorbitantly expensive, but not impossible.

Data Valuation Federated Learning

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

no code implementations ACL 2020 Vikrant Goyal, Sourav Kumar, Dipti Misra Sharma

Since the condition of large parallel corpora is not met for Indian-English language pairs, we present our efforts towards building efficient NMT systems between Indian languages (specifically Indo-Aryan languages) and English via efficiently exploiting parallel data from the related languages.

NMT Transfer Learning +2

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