Search Results for author: Linxi Zhao

Found 2 papers, 1 papers with code

Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidance

no code implementations13 Feb 2024 Linxi Zhao, Yihe Deng, Weitong Zhang, Quanquan Gu

The advancement of Large Vision-Language Models (LVLMs) has increasingly highlighted the critical issue of their tendency to hallucinate non-existing objects in the images.

Hallucination

A Comprehensive Dataset and Automated Pipeline for Nailfold Capillary Analysis

1 code implementation10 Dec 2023 Linxi Zhao, Jiankai Tang, Dongyu Chen, Xiaohong Liu, Yong Zhou, Yuanchun Shi, Guangyu Wang, Yuntao Wang

In this study, we present a pioneering effort in constructing a comprehensive nailfold capillary dataset-321 images, 219 videos from 68 subjects, with clinic reports and expert annotations-that serves as a crucial resource for training deep-learning models.

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