Improved analysis of D2-sampling based PTAS for k-means and other Clustering problems. - Ragesh Jaiswal; Mehul Kumar; Pulkit Yadav (CoRR, 2014)

Improved analysis of D2-sampling based PTAS for k-means and other clustering problems. - Ragesh Jaiswal; Mehul Kumar; Pulkit Yadav (Inf. Process. Lett., 2015)

Improved Multi-Stage Training of Online Attention-Based Encoder-Decoder Models. - Abhinav Garg; Dhananjaya Gowda; Ankur Kumar; Kwangyoun Kim; Mehul Kumar; Chanwoo Kim 001 (ASRU, 2019)

Power-Law Nonlinearity with Maximally Uniform Distribution Criterion for Improved Neural Network Training in Automatic Speech Recognition. - Chanwoo Kim 001; Mehul Kumar; Kwangyoun Kim; Dhananjaya Gowda (ASRU, 2019)

End-to-End Training of a Large Vocabulary End-to-End Speech Recognition System. - Chanwoo Kim 001; Minkyoo Shin; Shatrughan Singh; Larry Heck; Dhananjaya Gowda; Sungsoo Kim; Kwangyoun Kim; Mehul Kumar; Jiyeon Kim; Kyungmin Lee; Changwoo Han; Abhinav Garg; et al. (ASRU, 2019)

Reoptimization of Path Vertex Cover Problem. - Mehul Kumar; Amit Kumar 015; C. Pandu Rangan (COCOON, 2019)

Multi-Task Multi-Resolution Char-to-BPE Cross-Attention Decoder for End-to-End Speech Recognition. - Dhananjaya Gowda; Abhinav Garg; Kwangyoun Kim; Mehul Kumar; Chanwoo Kim 001 (INTERSPEECH, 2019)

Utterance Invariant Training for Hybrid Two-Pass End-to-End Speech Recognition. - Dhananjaya Gowda; Ankur Kumar; Kwangyoun Kim; Hejung Yang; Abhinav Garg; Sachin Singh; Jiyeon Kim; Mehul Kumar; Sichen Jin; Shatrughan Singh; Chanwoo Kim 001 (INTERSPEECH, 2020)

HiTNet: Byte-to-BPE Hierarchical Transcription Network for End-to-End Speech Recognition. - Dhananjaya Gowda; Abhinav Garg; Jiyeon Kim; Mehul Kumar; Sachin Singh; Ashutosh Gupta; Ankur Kumar; Nauman Dawalatabad; Aman Maghan; Shatrughan Singh; Chanwoo Kim 001 (ASRU, 2021)

Semi-Supervised Transfer Learning for Language Expansion of End-to-End Speech Recognition Models to Low-Resource Languages. - Jiyeon Kim; Mehul Kumar; Dhananjaya Gowda; Abhinav Garg; Chanwoo Kim 001 (ASRU, 2021)

A Comparison of Streaming Models and Data Augmentation Methods for Robust Speech Recognition. - Jiyeon Kim; Mehul Kumar; Dhananjaya Gowda; Abhinav Garg; Chanwoo Kim 001 (ASRU, 2021)

Self-Supervised Accent Learning for Under-Resourced Accents Using Native Language Data. - Mehul Kumar; Jiyeon Kim; Dhananjaya Gowda; Abhinav Garg; Chanwoo Kim 001 (ICASSP, 2023)

CMAEH: Contrastive Masked Autoencoder Based Hashing for Efficient Image Retrieval. - Mehul Kumar; Aditya Sharma; Prerana Mukherjee; Koteswar Rao Jerripothula (ICPR (20), 2024)

Combatting Disinformation and Deepfake: Interdisciplinary Insights and Global Strategies. - Anubhav Hooda; Mehul Kumar (TENCON, 2024)

VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive learning based medical image retrieval. - Mehul Kumar; Rhythumwinder Singh; Prerana Mukherjee (Pattern Recognit. Lett., 2024)