Көзқарас Тілі

Integrating vision and language has long been a dream in work on artificial intel- ligence (AI). In the past two years, we have witnessed an explosion of work that brings …...

AbstractVisual commonsense understanding requires Vision Language (VL) models to not only understand image and text but also cross-reference in-between to fully integrate and achieve comprehension of the visual scene described. …...

AbstractWhile pretraining on large-scale image–text data from the Web has facilitated rapid progress on many vision-and-language (V&L) tasks, recent work has demonstrated that pretrained models lack “fine-grained” understanding, such as …...