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06/10/2021
Supervising the Transfer of Reasoning Patterns in VQA
Methods for Visual Question Anwering (VQA) are notorious for leveraging ...
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04/08/2021
How Transferable are Reasoning Patterns in VQA?
Since its inception, Visual Question Answering (VQA) is notoriously know...
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04/02/2021
VisQA: X-raying Vision and Language Reasoning in Transformers
Visual Question Answering systems target answering open-ended textual qu...
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06/10/2020
Estimating semantic structure for the VQA answer space
Since its appearance, Visual Question Answering (VQA, i.e. answering a q...
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06/09/2020
Roses Are Red, Violets Are Blue... but Should Vqa Expect Them To?
To be reliable on rare events is an important requirement for systems ba...
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12/06/2019
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks
The large adoption of the self-attention (i.e. transformer model) and BE...
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03/15/2019
MFAS: Multimodal Fusion Architecture Search
We tackle the problem of finding good architectures for multimodal class...
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08/01/2018
Efficient Progressive Neural Architecture Search
This paper addresses the difficult problem of finding an optimal neural ...
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02/07/2017