3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CL2023
AUTODIAL: Efficient Asynchronous Task-Oriented Dialogue Model
Prajjwal Bhargava, Pooyan Amini, Shahin Shayandeh +1
As large dialogue models become commonplace in practice, the problems surrounding high compute requirements for training, inference and larger memory footprint still persists. In t…
cs.LG2021★ 3 cited
Robustness through Data Augmentation Loss Consistency
Tianjian Huang, Shaunak Halbe, Chinnadhurai Sankar +5
While deep learning through empirical risk minimization (ERM) has succeeded at achieving human-level performance at a variety of complex tasks, ERM is not robust to distribution sh…