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Julien Amelot

2 accepted papers

2024

On Scaling Up a Multilingual Vision and Language Model

CVPR 2024poster

We explore the boundaries of scaling up a multilingual vision and language model both in terms of size of the components and the breadth of its training task mixture. Our model achieves new levels of performance on a wide-range of varied and complex tasks including multiple image-based captioning an…

Cited by 8SourcePDFScholar
2023

MaXM: Towards Multilingual Visual Question Answering

EMNLP 2023long findings

Visual Question Answering (VQA) has been primarily studied through the lens of the English language. Yet, tackling VQA in other languages in the same manner would require a considerable amount of resources. In this paper, we propose scalable solutions to multilingual visual question answering (mVQA)…

Cited by 0SourcecodeScholar