Stable bias: Evaluating societal representations in diffusion models

S Luccioni, C Akiki, M Mitchell… - Advances in Neural …, 2024 - proceedings.neurips.cc
As machine learning-enabled Text-to-Image (TTI) systems are becoming increasingly
prevalent and seeing growing adoption as commercial services, characterizing the social …

Stable bias: Analyzing societal representations in diffusion models

AS Luccioni, C Akiki, M Mitchell, Y Jernite - arXiv preprint arXiv …, 2023 - arxiv.org
As machine learning-enabled Text-to-Image (TTI) systems are becoming increasingly
prevalent and seeing growing adoption as commercial services, characterizing the social …

[HTML][HTML] Artificial general intelligence for the upstream geoenergy industry: a review

JX Li, T Zhang, Y Zhu, Z Chen - Gas Science and Engineering, 2024 - Elsevier
Abstract Artificial General Intelligence (AGI) is set to profoundly impact the traditional
upstream geoenergy industry (ie, oil and gas industry) by introducing unprecedented …

Situating the social issues of image generation models in the model life cycle: a sociotechnical approach

A Katirai, N Garcia, K Ide, Y Nakashima, A Kishimoto - AI and Ethics, 2024 - Springer
The race to develop image generation models is intensifying, with a rapid increase in the
number of text-to-image models available. This is coupled with growing public awareness of …

[PDF][PDF] Diversity is not a one-way street: Pilot study on ethical interventions for racial bias in text-to-image systems

KC Fraser, S Kiritchenko, I Nejadgholi - ICCV, accepted, 2023 - computationalcreativity.net
Text-to-image generation models can reflect the underlying societal biases present in their
training data. However, userlevel interventions to encourage greater diversity in the output …

Operative ekphrasis: The collapse of the text/image distinction in multimodal AI

H Bajohr - Word & Image, 2024 - Taylor & Francis
This article discusses the implications of multimodal artificial intelligence (AI), including
image generators such as DALL· E, for the traditional concept of ekphrasis. Using ekphrasis …

AI-Generated Images for Speech Pathology—An Exploratory Application to Aphasia Assessment and Intervention Materials

JE Pierce - American Journal of Speech-Language Pathology, 2024 - ASHA
Purpose: Images are a core component of aphasia assessment and intervention that require
significant resources to produce or source. Text-to-image generation is an Artificial …

Generative AI and the collective imaginary: The technology-guided social imagination in AI-imagenesis

A Ervik - 2023 - mediarep.org
This paper explores generative AI images as new media through the central questions: What
do AI-generated images show, how does image generation (imagenesis) occur, and how …

On reading and interpreting black box deep neural networks

JE Dobson - International Journal of Digital Humanities, 2023 - Springer
The deep neural networks used in computer vision and in recent large language models are
widely recognized as black boxes, a term that describes their complicated architectures and …

Artificial General Intelligence (AGI) for the oil and gas industry: a review

JX Li, T Zhang, Y Zhu, Z Chen - arXiv preprint arXiv:2406.00594, 2024 - arxiv.org
Artificial General Intelligence (AGI) is set to profoundly impact the oil and gas industry by
introducing unprecedented efficiencies and innovations. This paper explores AGI's …