A Unified Plug-and-Play Framework for Effective Data Denoising and Robust Abstention

Krishanu Sarker, Xiulong Yang, Yang Li +2

The success of Deep Neural Networks (DNNs) highly depends on data quality. Moreover, predictive uncertainty makes high performing DNNs risky for real-world deployment. In this pape…