Many-Shot In-Context Learning in Multimodal Foundation Models

Many-Shot In-Context Learning in Multimodal Foundation Models

16 May 2024

Muhammad Ahmed Chaudhry

Jonathan H. Chen

Papers citing "Many-Shot In-Context Learning in Multimodal Foundation Models"

8 / 8 papers shown

Title
Retrieval-augmented in-context learning for multimodal large language models in disease classification Zaifu Zhan Shuang Zhou Xiaoshan Zhou Yongkang Xiao J. Wang Jiawen Deng He Zhu Yu Hou Rui Zhang 36 0 0 04 May 2025
Zoomer: Adaptive Image Focus Optimization for Black-box MLLM Jiaxu Qian Chendong Wang Y. Yang Chaoyun Zhang Huiqiang Jiang ... Saravan Rajmohan Dongmei Zhang Y. Yang Qi Zhang Lili Qiu VLM 70 0 0 30 Apr 2025
Large (Vision) Language Models are Unsupervised In-Context Learners Artyom Gadetsky Andrei Atanov Yulun Jiang Zhitong Gao Ghazal Hosseini Mighan Amir Zamir Maria Brbić VLM MLLM LRM 64 0 0 03 Apr 2025
Vector-ICL: In-context Learning with Continuous Vector Representations Yufan Zhuang Chandan Singh Liyuan Liu Jingbo Shang Jianfeng Gao 49 3 0 21 Feb 2025
A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization Haoxin Liu Chenghao Liu B. Prakash AI4TS LRM 83 5 0 09 Nov 2024
In-context Learning in Presence of Spurious Correlations Hrayr Harutyunyan R. Darbinyan Samvel Karapetyan Hrant Khachatrian LRM 30 1 0 04 Oct 2024
CollagePrompt: A Benchmark for Budget-Friendly Visual Recognition with GPT-4V Siyu Xu Yunke Wang Daochang Liu Chang Xu Chang Xu 26 3 0 18 Mar 2024
DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations Yuanfeng Ji Lu Zhang Jiaxiang Wu Bing Wu Long-Kai Huang ... Ping Luo Shuigeng Zhou Junzhou Huang Peilin Zhao Yatao Bian OOD 54 73 0 24 Jan 2022