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Kyle Buettner

2 accepted papers

2024

Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition

CVPR 2024poster

Existing object recognition models have been shown to lack robustness in diverse geographical scenarios due to domain shifts in design and context. Class representations need to be adapted to more accurately reflect an object concept under these shifts. In the absence of training data from target ge…

Cited by 3SourcePDFScholar
2024

Quantifying the Gaps Between Translation and Native Perception in Training for Multimodal, Multilingual Retrieval

EMNLP 2024main

There is a scarcity of multilingual vision-language models that properly account for the perceptual differences that are reflected in image captions across languages and cultures. In this work, through a multimodal, multilingual retrieval case study, we quantify the existing lack of model flexibilit…

Cited by 1SourcePDFScholar