Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices

Kshitij Bhardwaj, James Diffenderfer, Bhavya Kailkhura +1

The prediction accuracy of the deep neural networks (DNNs) after deployment at the edge can suffer with time due to shifts in the distribution of the new data. To improve robustnes…