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Social media has exacerbated the promotion of Western beauty norms, leading to negative self-image, particularly in women and girls, and causing harm such as body dysmorphia. Increasingly content on the internet has been artificially…

计算机视觉与模式识别 · 计算机科学 2025-11-06 Tanvi Dinkar , Aiqi Jiang , Gavin Abercrombie , Ioannis Konstas

In this study, I investigate how generative artificial intelligence (AI) systems reproduce and reinforce societal biases, with a specific focus on the representation of women, Black individuals, age groups, and people with visible…

人工智能 · 计算机科学 2026-04-29 Ayoob Sadeghiani

This study analyzed images generated by three popular generative artificial intelligence (AI) tools - Midjourney, Stable Diffusion, and DALLE 2 - representing various occupations to investigate potential bias in AI generators. Our analysis…

综合经济学 · 经济学 2024-03-06 Mi Zhou , Vibhanshu Abhishek , Timothy Derdenger , Jaymo Kim , Kannan Srinivasan

Generative artificial intelligence models show an amazing performance creating unique content automatically just by being given a prompt by the user, which is revolutionizing several fields such as marketing and design. Not only are there…

计算机与社会 · 计算机科学 2024-07-03 Adriana Fernández de Caleya Vázquez , Eduardo C. Garrido-Merchán

We investigate bias trends in text-to-image generative models over time, focusing on the increasing availability of models through open platforms like Hugging Face. While these platforms democratize AI, they also facilitate the spread of…

计算机视觉与模式识别 · 计算机科学 2025-03-12 Jordan Vice , Naveed Akhtar , Richard Hartley , Ajmal Mian

Image-generating AI, which allows users to create images from text, is increasingly used to produce visual content. Despite its advancements, cultural biases in AI-generated images have raised significant concerns. While much research has…

人机交互 · 计算机科学 2025-04-08 Xingyu Lan , Jiaxi An , Yisu Guo , Chiyou Tong , Xintong Cai , Jun Zhang

Text-conditioned image generation models have recently achieved astonishing results in image quality and text alignment and are consequently employed in a fast-growing number of applications. Since they are highly data-driven, relying on…

计算机视觉与模式识别 · 计算机科学 2023-05-31 Manuel Brack , Felix Friedrich , Patrick Schramowski , Kristian Kersting

There are not one but two dimensions of bias that can be revealed through the study of large AI models: not only bias in training data or the products of an AI, but also bias in society, such as disparity in employment or health outcomes…

计算机与社会 · 计算机科学 2025-04-02 Marinus Ferreira

Generative AI, such as large language models, has undergone rapid development within recent years. As these models become increasingly available to the public, concerns arise about perpetuating and amplifying harmful biases in applications.…

计算与语言 · 计算机科学 2024-09-04 Sara Sterlie , Nina Weng , Aasa Feragen

The significant advancements in applying Artificial Intelligence (AI) to healthcare decision-making, medical diagnosis, and other domains have simultaneously raised concerns about the fairness and bias of AI systems. This is particularly…

计算机与社会 · 计算机科学 2024-01-30 Emilio Ferrara

This paper examines algorithmic lookism-the systematic preferential treatment based on physical appearance-in text-to-image (T2I) generative AI and a downstream gender classification task. Through the analysis of 26,400 synthetic faces…

计算机视觉与模式识别 · 计算机科学 2026-02-03 Miriam Doh , Aditya Gulati , Corinna Canali , Nuria Oliver

Generative AIs produce creative outputs in the style of human expression. We argue that encounters with the outputs of modern generative AI models are mediated by the same kinds of aesthetic judgments that organize our interactions with…

计算机与社会 · 计算机科学 2023-09-25 Jessica Hullman , Ari Holtzman , Andrew Gelman

Synthetic face generation has rapidly advanced with the emergence of text-to-image (T2I) and of multimodal large language models, enabling high-fidelity image production from natural-language prompts. Despite the widespread adoption of…

计算机与社会 · 计算机科学 2026-02-04 Mengting Wei , Aditya Gulati , Guoying Zhao , Nuria Oliver

With rapid progress in artificial intelligence (AI), popularity of generative art has grown substantially. From creating paintings to generating novel art styles, AI based generative art has showcased a variety of applications. However,…

人工智能 · 计算机科学 2021-02-18 Ramya Srinivasan , Kanji Uchino

Recent advancements in image generation technology have enabled widespread access to AI-generated imagery, prominently used in advertising, entertainment, and progressively in every form of visual content. However, these technologies often…

计算机视觉与模式识别 · 计算机科学 2024-06-24 Yannis Tevissen

As generative Artificial Intelligence (genAI) technologies proliferate across sectors, they offer significant benefits but also risk exacerbating discrimination. This chapter explores how genAI intersects with non-discrimination laws,…

计算机与社会 · 计算机科学 2025-03-10 Philipp Hacker

Rapid development of artificial intelligence (AI) systems amplify many concerns in society. These AI algorithms inherit different biases from humans due to mysterious operational flow and because of that it is becoming adverse in usage. As…

计算机视觉与模式识别 · 计算机科学 2021-03-23 Artem Domnich , Gholamreza Anbarjafari

Web search engines influence perception of social reality by filtering and ranking information. However, their outputs are often subjected to bias that can lead to skewed representation of subjects such as professional occupations or…

信息检索 · 计算机科学 2021-06-29 Mykola Makhortykh , Aleksandra Urman , Roberto Ulloa

The effects of generative AI are experienced by a broad range of constituencies, but the disciplinary inputs to its development have been surprisingly narrow. Here we present a set of provocations from humanities researchers -- currently…

Generative artificial intelligence (GenAI) has engrossed the mainstream culture, expanded AI's creative user base, and catalyzed economic, legal, and aesthetic issues that stir a lively public debate. Unsurprisingly, GenAI tools proliferate…

计算机与社会 · 计算机科学 2026-02-19 Dejan Grba
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