Invisible Relevance Bias: Text-Image Retrieval Models Prefer
AI-Generated Images

Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images

23 November 2023

Jun Xu

Papers citing "Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images"

6 / 6 papers shown

Title
Fairness and Bias in Multimodal AI: A Survey Tosin P. Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 48 9 0 27 Jun 2024
Source Echo Chamber: Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop Yuqi Zhou Sunhao Dai Liang Pang Gang Wang Zhenhua Dong Jun Xu Jirong Wen 25 8 0 28 May 2024
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration Sunhao Dai Weihao Liu Yuqi Zhou Liang Pang Rongju Ruan Gang Wang Zhenhua Dong Jun Xu Jirong Wen 37 7 0 26 May 2024
AIGCs Confuse AI Too: Investigating and Explaining Synthetic Image-induced Hallucinations in Large Vision-Language Models Yifei Gao Jiaqi Wang Zhiyu Lin Jitao Sang 40 5 0 13 Mar 2024
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 186 1,098 0 10 Sep 2022
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 2,875 0 11 Feb 2021