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Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
We introduce an evaluation methodology for visual question answering (VQ...
04/07/2021 ∙ by Corentin Dancette, et al. ∙
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Overcoming Statistical Shortcuts for Open-ended Visual Counting
Machine learning models tend to over-rely on statistical shortcuts. Thes...
06/17/2020 ∙ by Corentin Dancette, et al. ∙
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RUBi: Reducing Unimodal Biases in Visual Question Answering
Visual Question Answering (VQA) is the task of answering questions about...
06/24/2019 ∙ by Rémi Cadene, et al. ∙
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Sampling strategies in Siamese Networks for unsupervised speech representation learning
Recent studies have investigated siamese network architectures for learn...
04/30/2018 ∙ by Rachid Riad, et al. ∙
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