no code implementations • 8 Aug 2021 • Kumari Deepshikha, Sai Harsha Yelleni, P. K. Srijith, C Krishna Mohan
We demonstrate the effectiveness of the proposed approach on modeling uncertainty in object detection and segmentation tasks using out-of-distribution experiments.
1 code implementation • Findings (ACL) 2021 • Kaushal Kumar Maurya, Maunendra Sankar Desarkar, Yoshinobu Kano, Kumari Deepshikha
In this framework, we further pre-train mBART sequence-to-sequence denoising auto-encoder model with an auxiliary task using monolingual data of three languages.
no code implementations • 9 Dec 2020 • Kumari Deepshikha, Anugunj Naman
In conventional methods, where Generator G competes with discriminator D in a min-max game, we propose to further add an additional classifier network to the original network.