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05/09/2023
WikiWeb2M: A Page-Level Multimodal Wikipedia Dataset
Webpages have been a rich resource for language and vision-language task...
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05/05/2023
A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding
Webpages have been a rich, scalable resource for vision-language and lan...
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03/28/2023
Language-Guided Audio-Visual Source Separation via Trimodal Consistency
We propose a self-supervised approach for learning to perform audio sour...
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02/04/2022
Interactive Mobile App Navigation with Uncertain or Under-specified Natural Language Commands
We introduce Mobile app Tasks with Iterative Feedback (MoTIF), a new dat...
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08/14/2021
Unsupervised Disentanglement without Autoencoding: Pitfalls and Future Directions
Disentangled visual representations have largely been studied with gener...
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04/17/2021
Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments
In recent years, vision-language research has shifted to study tasks whi...
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04/09/2020
Learning to Scale Multilingual Representations for Vision-Language Tasks
Current multilingual vision-language models either require a large numbe...
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08/17/2019