Sep 4, 2021 · In this work, we evaluate the faithfulness of V\&L models to such geometric understanding, by formulating the prediction of pair-wise relative locations of ...
The most significant improvement is observed on the open-ended questions (2.21%). We can observe that weak-supervision and joint end-to-end training of SR and.
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What is the reasoning for the visual question answering?
Why do I have poor spatial reasoning?
Two objectives as proxies for 3D spatial reasoning (SR) – object centroid estimation, and relative position estimation are designed, and V&L is trained with ...
One such ability is spatial reasoning – un- derstanding the geometry of the scene and spatial locations of objects in an image. Visual question answering (such ...
In this work, we evaluate the faithfulness of V&L models to such geometric understanding, by formulating the prediction of pair-wise relative locations of ...
May 31, 2023 · In this paper, we introduce 3D geometric information into the spatial reasoning process to capture the contextual knowledge of key objects step-by-step.
Missing: Relative | Show results with:Relative
Weakly Supervised Relative Spatial Reasoning for Visual Question Answering. Banerjee, P., Gokhale, T., Yang, Y., & Baral, C. In Proceedings of the IEEE/CVF ...
We weakly-supervise transformer-based VQA systems using two novel, unit normalized 3D-vision guided tasks, Centroid Estimation and Relative Position Estimation.
Dec 3, 2023 · Abstract—Text-based Visual Question Answering (TextVQA) aims to produce correct answers for given questions about the.
Weakly Supervised Relative Spatial Reasoning for Visual Question Answering. P Banerjee, T Gokhale, Y Yang, C Baral. Proceedings of the IEEE/CVF International ...