Sitian Qin

PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition

"Deep learning-based object recognition systems can be easily fooled by various adversarial perturbations. One reason for the weak robustness may be that they do not have part-based inductive bias like the human recognition process. Motivated by this, several part-based recognition models have been…