Few-Shot VQA with Frozen LLMs: A Tale of Two Approaches

17 March 2024

Papers citing "Few-Shot VQA with Frozen LLMs: A Tale of Two Approaches"

6 / 6 papers shown

Title
FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Zhuozhao Hu Kaishen Yuan Xin Liu Zitong Yu Yuan Zong Jingang Shi Huanjing Yue Jingyu Yang 7 0 0 19 May 2025
VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding Kangsan Kim G. Park Youngwan Lee Woongyeong Yeo Sung Ju Hwang 99 3 0 03 Dec 2024
Retrieval Augmented Visual Question Answering with Outside Knowledge Weizhe Lin Bill Byrne RALM 74 70 0 07 Oct 2022
Linearly Mapping from Image to Text Space Jack Merullo Louis Castricato Carsten Eickhoff Ellie Pavlick VLM 170 106 0 30 Sep 2022
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Yumao Lu Zicheng Liu Lijuan Wang 180 402 0 10 Sep 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,313 0 17 Jan 2021