Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning

Shivaen Ramshetty, Gaurav Verma, Srijan Kumar

The robustness of multimodal deep learning models to realistic changes in the input text is critical for their applicability to important tasks such as text-to-image retrieval and…