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eess.AS2023
Visually grounded few-shot word learning in low-resource settings
Leanne Nortje, Dan Oneata, Herman Kamper
We propose a visually grounded speech model that learns new words and their visual depictions from just a few word-image example pairs. Given a set of test images and a spoken quer…
cs.CL2023
Visually grounded few-shot word acquisition with fewer shots
Leanne Nortje, Benjamin van Niekerk, Herman Kamper
We propose a visually grounded speech model that acquires new words and their visual depictions from just a few word-image example pairs. Given a set of test images and a spoken qu…