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Chat-based Image Retrieval

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Papers

Memory-Augmented Query Intent Understanding for Efficient Chat-based Image Retrieval

2026-05-17 · Xianke Chen, Daizong Liu, Yushuo Lou, Xin Tan 외 arxiv

Different from traditional text-to-image retrieval tasks, chat-based image retrieval allows the human-interactive system to iteratively clarify and refine user intent through multi-round dialogue, thereby achieving more …

Chat-based Image RetrievalComputational Efficiency

Chain-of-Thought Re-ranking for Image Retrieval Tasks

2025-09-18 · Shangrong Wu, Yanghong Zhou, Yang Chen, Feng Zhang 외 arxiv

Image retrieval remains a fundamental yet challenging problem in computer vision. While recent advances in Multimodal Large Language Models (MLLMs) have demonstrated strong reasoning capabilities, existing methods typica…

Chat-based Image RetrievalMultimodal Reasoning

Chatting Makes Perfect: Chat-based Image Retrieval

2023-05-31 · NeurIPS 2023 11 · Matan Levy, Rami Ben-Ari, Nir Darshan, Dani Lischinski

Chats emerge as an effective user-friendly approach for information retrieval, and are successfully employed in many domains, such as customer service, healthcare, and finance. However, existing image retrieval approache…

Chat-based Image RetrievalImage DescriptionImage RetrievalInformation Retrieval+1