338 citations · 418 across the 29 of their papers we have counts for
8 papers · 1 filter
ICDAR 2021 Competition on Document VisualQuestion Answering
Rubèn Tito, Minesh Mathew, C. V. Jawahar +2
In this report we present results of the ICDAR 2021 edition of the Document Visual Question Challenges. This edition complements the previous tasks on Single Document VQA and Docum…
Let there be a clock on the beach: Reducing Object Hallucination in Image Captioning
Ali Furkan Biten, Lluis Gomez, Dimosthenis Karatzas
Explaining an image with missing or non-existent objects is known as object bias (hallucination) in image captioning. This behaviour is quite common in the state-of-the-art caption…
Is An Image Worth Five Sentences? A New Look into Semantics for Image-Text Matching
Ali Furkan Biten, Andres Mafla, Lluis Gomez +1
The task of image-text matching aims to map representations from different modalities into a common joint visual-textual embedding. However, the most widely used datasets for this…
Asking questions on handwritten document collections
Minesh Mathew, Lluis Gomez, Dimosthenis Karatzas +1
This work addresses the problem of Question Answering (QA) on handwritten document collections. Unlike typical QA and Visual Question Answering (VQA) formulations where the answer…
One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition
Mohamed Ali Souibgui, Ali Furkan Biten, Sounak Dey +5
Low resource Handwritten Text Recognition (HTR) is a hard problem due to the scarce annotated data and the very limited linguistic information (dictionaries and language models). F…
Document Collection Visual Question Answering
Rubèn Tito, Dimosthenis Karatzas, Ernest Valveny
Current tasks and methods in Document Understanding aims to process documents as single elements. However, documents are usually organized in collections (historical records, purch…