Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data

no code implementations • 14 Sep 2021 • Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoff Tison, Alberto Sangiovanni-Vincentelli, Costas J. Spanos

To tackle the challenges of limited data, and label scarcity in the available data, we propose generating conditional synthetic data, to be used alongside real data for developing robust ML models.

BIG-bench Machine Learning Computed Tomography (CT) +2