3 papers
cs.CV2025
Image Difference Grounding with Natural Language
Wenxuan Wang, Zijia Zhao, Yisi Zhang +4
Visual grounding (VG) typically focuses on locating regions of interest within an image using natural language, and most existing VG methods are limited to single-image interpretat…
cs.CV2024
ChatSearch: a Dataset and a Generative Retrieval Model for General Conversational Image Retrieval
Zijia Zhao, Longteng Guo, Tongtian Yue +5
In this paper, we investigate the task of general conversational image retrieval on open-domain images. The objective is to search for images based on interactive conversations bet…
cs.CV2024
OneDiff: A Generalist Model for Image Difference Captioning
Erdong Hu, Longteng Guo, Tongtian Yue +3
In computer vision, Image Difference Captioning (IDC) is crucial for accurately describing variations between closely related images. Traditional IDC methods often rely on speciali…