Large Pretraining Datasets Don't Guarantee Robustness after Fine-Tuning in Image Classification

Jaedong Hwang, Brian Cheung, Zhang-Wei Hong +3

Large-scale pretrained models are widely leveraged as foundations for learning new specialized tasks via fine-tuning, with the goal of maintaining the general performance of the mo…