56 citations · 265 across the 31 of their papers we have counts for
4 papers · 1 filter
Demographic Influences on Contemporary Art with Unsupervised Style Embeddings
Nikolai Huckle, Noa Garcia, Yuta Nakashima
Computational art analysis has, through its reliance on classification tasks, prioritised historical datasets in which the artworks are already well sorted with the necessary annot…
A Dataset and Baselines for Visual Question Answering on Art
Noa Garcia, Chentao Ye, Zihua Liu +5
Answering questions related to art pieces (paintings) is a difficult task, as it implies the understanding of not only the visual information that is shown in the picture, but also…
Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions
Noa Garcia, Yuta Nakashima
To understand movies, humans constantly reason over the dialogues and actions shown in specific scenes and relate them to the overall storyline already seen. Inspired by this behav…
Knowledge-Based Visual Question Answering in Videos
Noa Garcia, Mayu Otani, Chenhui Chu +1
We propose a novel video understanding task by fusing knowledge-based and video question answering. First, we introduce KnowIT VQA, a video dataset with 24,282 human-generated ques…