Mar 3, 2023 · Specifically, CaFo works by 'Prompt, Generate, then Cache'. Firstly, we leverage GPT-3 to produce textual inputs for prompting CLIP with rich ...

The Cascade Paradigm of CaFo. We adaptively incor- porate the knowledge from four types of pre-training methods and achieve a strong few-shot learner.

[CVPR 2023] Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners - ZrrSkywalker/CaFo.

The Cascade Paradigm of CaFo. We adaptively incor- porate the knowledge from four types of pre-training methods and achieve a strong few-shot learner.

Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners. Supplementary Material. Renrui Zhang∗2,3, Xiangfei Hu∗3, Bohao ...

We propose CaFo, a Cascade of Foundation models that incorporates diverse prior knowledge of various pre-trianing paradigms for better few-shot learning, ...

Specifically, CaFo works by 'Prompt, Generate, then Cache'. Firstly, we leverage GPT-3 to produce textual inputs for prompting CLIP with rich downstream ...

Mar 3, 2023 · Prompt, Generate, Then Cache: Cascade of Foundation Models Makes Strong Few-Shot Learners · 92 Citations · 87 References.

We then question, if the more diverse pre-training knowledge can be cascaded to further assist few-shot representation learning. In this paper, we propose CaFo, ...

Mar 6, 2023 · Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners abs: https://t.co/OK15loIC52 github: ...