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Peilin Yu

2 accepted papers

2023

Learning to Compose Soft Prompts for Compositional Zero-Shot Learning

ICLR 2023poster

We introduce compositional soft prompting (CSP), a parameter-efficient learning technique to improve the zero-shot compositionality of large-scale pretrained vision-language models (VLMs) like CLIP. We develop CSP for compositional zero-shot learning, the task of predicting unseen attribute-object c…