Beyond Fairness in Computer Vision: A Holistic Approach to Mitigating Harms and Fostering Community-Rooted Computer Vision Research
T Gebru, R Denton - … and Trends® in Computer Graphics and …, 2024 - nowpublishers.com
The field of computer vision is now a multi-billion dollar enterprise, with its use in
surveillance applications driving this large market share. In the last six years, computer …
surveillance applications driving this large market share. In the last six years, computer …
" I look at it as the king of knowledge": How Blind People Use and Understand Generative AI Tools
The proliferation of Generative Artificial Intelligence (GenAI) tools has brought a critical shift
in how people approach information retrieval and content creation in diverse contexts. Yet …
in how people approach information retrieval and content creation in diverse contexts. Yet …
Prompting considered harmful
MR Morris - Communications of the ACM, 2024 - dl.acm.org
Prompting Considered Harmful | Communications of the ACM skip to main content ACM Digital
Library home ACM Association for Computing Machinery corporate logo Google, Inc. (search) …
Library home ACM Association for Computing Machinery corporate logo Google, Inc. (search) …
Musical Performances in Virtual Reality with Spatial and View-Dependent Audio Descriptions for Blind and Low-Vision Users
Virtual reality (VR), inherently reliant on spatial interaction, poses significant accessibility
barriers for individuals who are blind or have low vision (BLV). Traditional audio descriptions …
barriers for individuals who are blind or have low vision (BLV). Traditional audio descriptions …
Towards Accessible Musical Performances in Virtual Reality: Designing a Conceptual Framework for Omnidirectional Audio Descriptions
Our research focuses on making musical performance experience in virtual reality (VR)
settings non-visually accessible for Blind and Low Vision (BLV) individuals by designing a …
settings non-visually accessible for Blind and Low Vision (BLV) individuals by designing a …
SMART-TBI: Design and Evaluation of the Social Media Accessibility and Rehabilitation Toolkit for Users with Traumatic Brain Injury
Traumatic brain injury (TBI) can cause a range of cognitive and communication challenges
that negatively affect social participation in both face-to-face interactions and computer …
that negatively affect social participation in both face-to-face interactions and computer …
Painting with Cameras and Drawing with Text: AI Use in Accessible Creativity
Generative AI (GAI) is proliferating, and among its many applications are to support creative
work (eg, generating text, images, music) and to enhance accessibility (eg, captions of …
work (eg, generating text, images, music) and to enhance accessibility (eg, captions of …
Provocation: Who benefits from" inclusion" in Generative AI?
The demands for accurate and representative generative AI systems means there is an
increased demand on participatory evaluation structures. While these participatory …
increased demand on participatory evaluation structures. While these participatory …
Images Speak Volumes: User-Centric Assessment of Image Generation for Accessible Communication
M Anschütz, T Sylaj, G Groh - arXiv preprint arXiv:2410.03430, 2024 - arxiv.org
Explanatory images play a pivotal role in accessible and easy-to-read (E2R) texts. However,
the images available in online databases are not tailored toward the respective texts, and …
the images available in online databases are not tailored toward the respective texts, and …
Reference-Based Metrics Are Biased Against Blind and Low-Vision Users' Image Description Preferences
Image description generation models are sophisticated Vision-Language Models which
promise to make visual content, such as images, non-visually accessible through linguistic …
promise to make visual content, such as images, non-visually accessible through linguistic …