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12/15/2022
MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models Tasks
Vision and language models (VL) are known to exploit unrobust indicators...
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12/14/2021
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
We propose VALSE (Vision And Language Structured Evaluation), a novel be...
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12/09/2021
MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning
Large-scale pretraining is fast becoming the norm in Vision-Language (VL...
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03/10/2021
What is Multimodality?
The last years have shown rapid developments in the field of multimodal ...
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12/22/2020
Seeing past words: Testing the cross-modal capabilities of pretrained V L models
We investigate the ability of general-purpose pretrained vision and lang...
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01/29/2020
