Boston University; Georgetown University; Boston University, MIT-IBM Watson AI Lab; University of California, Santa Cruz
Nataniel Ruiz, Sarah Bargal, Cihang Xie, Kate Saenko, Stan Sclaroff
convolutional neural networks;vision transformers;robustness;testing;simulation;synthetic data;out of distribution;generalization;domain shift
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing