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05/11/2023
Simple Token-Level Confidence Improves Caption Correctness
The ability to judge whether a caption correctly describes an image is a...
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09/07/2022
Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers
Recent trends in self-supervised representation learning have focused on...
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04/28/2022
Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly
Machine learning has advanced dramatically, narrowing the accuracy gap t...
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02/17/2022
On Guiding Visual Attention with Language Specification
While real world challenges typically define visual categories with lang...
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10/04/2020
Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting
The goal of continual learning (CL) is to learn a sequence of tasks with...
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04/01/2020