Prompt-driven Zero-shot Domain Adaptation

2 papers with code • 0 benchmarks • 0 datasets

Domain adaptation using only a single source domain and a description of the target domain in natural language (No images from target domain are available)

Most implemented papers

PØDA: Prompt-driven Zero-shot Domain Adaptation

astra-vision/poda 6 Dec 2022

In this paper, we propose the task of `Prompt-driven Zero-shot Domain Adaptation', where we adapt a model trained on a source domain using only a general description in natural language of the target domain, i. e., a prompt.

PODA: Prompt-driven Zero-shot Domain Adaptation

astra-vision/poda ICCV 2023

In this paper, we propose the task of 'Prompt-driven Zero-shot Domain Adaptation', where we adapt a model trained on a source domain using only a general description in natural language of the target domain, i. e., a prompt.