Language feels simple when we use it. We talk, we text, we listen, and words seem to appear naturally from thought. But the ...

Abstract: Vision-language pre-training models have demonstrated outstanding performance on a wide range of multimodal tasks. Nevertheless, they remain susceptible to multimodal adversarial examples.