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cs.CV2022★ 6 cited
Prompting Large Pre-trained Vision-Language Models For Compositional Concept Learning
Guangyue Xu, Parisa Kordjamshidi, Joyce Chai
This work explores the zero-shot compositional learning ability of large pre-trained vision-language models(VLMs) within the prompt-based learning framework and propose a model (\t…
cs.CV2021
Zero-Shot Compositional Concept Learning
Guangyue Xu, Parisa Kordjamshidi, Joyce Y. Chai
In this paper, we study the problem of recognizing compositional attribute-object concepts within the zero-shot learning (ZSL) framework. We propose an episode-based cross-attentio…