Removing Class Imbalance using Polarity-GAN: An Uncertainty Sampling Approach. - Kumari Deepshikha; Anugunj Naman (CoRR, 2020)

ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation. - Kaushal Kumar Maurya; Maunendra Sankar Desarkar; Yoshinobu Kano; Kumari Deepshikha (ACL/IJCNLP (Findings), 2021)

Indic Languages Automatic Speech Recognition using Meta-Learning Approach. - Anugunj Naman; Kumari Deepshikha (ICNLSP, 2021)

Monte Carlo DropBlock for Modelling Uncertainty in Object Detection. - Kumari Deepshikha; Sai Harsha Yelleni; P. K. Srijith; C. Krishna Mohan (CoRR, 2021)