Aug 22, 2021 · We design a framework to extract, validate, and reason with knowledge using a standard multimodal transformer for vision language understanding tasks.

This work designs a framework to extract, validate, and reason with knowledge using a standard multimodal transformer for vision language understanding ...

Oct 22, 2024 · We address this zero-shot nature of the task by proposing the generalized use of external knowledge to augment our understanding of the scene ...

Jul 13, 2022 · EKTVQA, as shown in Figure 2, entails extracting, validating, and reasoning with noisy external knowledge in a multimodal transformer framework.

Jun 27, 2022 · We design a framework to extract, validate, and reason with knowledge using a standard multimodal transformer for vision language understanding ...

We address this zero-shot nature of the task by proposing the generalized use of external knowledge to augment our understanding of the scene text. We design a ...

EKTVQA: Generalized Use of External Knowledge to Empower Scene Text in Text-VQA ... Developed and Maintaining by S. R. Ranganathan Learning Hub, IIT Jodhpur.

Arka Ujjal Dey , Ernest Valveny, Gaurav Harit: EKTVQA: Generalized Use of External Knowledge to Empower Scene Text in Text-VQA.

EKTVQA: Generalized use of External Knowledge to empower Scene Text in Text-VQA ... The open-ended question answering task of Text-VQA often requires reading and ...

Text related VQA is a fine-grained direction of the VQA task, which only focuses on the question that requires to read the textual content shown in the input ...