6 citations · 11 across the 6 of their papers we have counts for
3 papers · 1 filter
GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning
Guangyue Xu, Joyce Chai, Parisa Kordjamshidi
Pre-trained vision-language models (VLMs) have achieved promising success in many fields, especially with prompt learning paradigm. In this work, we propose GIP-COL (Graph-Injected…
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…
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…