Kumar, Pratyush

9 publications

AAAI 2023 IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian Languages Tahir Javed, Kaushal Santosh Bhogale, Abhigyan Raman, Pratyush Kumar, Anoop Kunchukuttan, Mitesh M. Khapra

TMLR 2023 IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for All 22 Scheduled Indian Languages Jay Gala, Pranjal A Chitale, A K Raghavan, Varun Gumma, Sumanth Doddapaneni, Aswanth Kumar M, Janki Atul Nawale, Anupama Sujatha, Ratish Puduppully, Vivek Raghavan, Pratyush Kumar, Mitesh M Khapra, Raj Dabre, Anoop Kunchukuttan

ICMLW 2023 SuperShaper: A Pre-Training Approach for Discovering Efficient Transformer Shapes Vinod Ganesan, Gowtham Ramesh, Pratyush Kumar, Raj Dabre

NeurIPS 2022 Addressing Resource Scarcity Across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets Gokul Nc, Manideep Ladi, Sumit Negi, Prem Selvaraj, Pratyush Kumar, Mitesh Khapra

AAAI 2022 Towards Building ASR Systems for the Next Billion Users Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal Santosh Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra

AAAI 2021 A Systematic Evaluation of Object Detection Networks for Scientific Plots Pritha Ganguly, Nitesh S. Methani, Mitesh M. Khapra, Pratyush Kumar

AAAI 2021 The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT Madhura Pande, Aakriti Budhraja, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra

WACV 2020 PlotQA: Reasoning over Scientific Plots Nitesh Methani, Pritha Ganguly, Mitesh M. Khapra, Pratyush Kumar

AAAI 2016 An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid Sambaran Bandyopadhyay, Ramasuri Narayanam, Pratyush Kumar, Sarvapali D. Ramchurn, Vijay Arya, Iskandarbin Petra