An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions

J Shi, R Jain, H Doh, R Suzuki, K Ramani - arxiv preprint arxiv …, 2023 - arxiv.org
Generative AI (GenAI) has shown remarkable capabilities in generating diverse and realistic
content across different formats like images, videos, and text. In Generative AI, human …

3DALL-E: Integrating text-to-image AI in 3D design workflows

V Liu, J Vermeulen, G Fitzmaurice… - Proceedings of the 2023 …, 2023 - dl.acm.org
Text-to-image AI are capable of generating novel images for inspiration, but their
applications for 3D design workflows and how designers can build 3D models using AI …

Promptpaint: Steering text-to-image generation through paint medium-like interactions

JJY Chung, E Adar - Proceedings of the 36th Annual ACM Symposium …, 2023 - dl.acm.org
While diffusion-based text-to-image (T2I) models provide a simple and powerful way to
generate images, guiding this generation remains a challenge. For concepts that are difficult …

The metacognitive demands and opportunities of generative AI

L Tankelevitch, V Kewenig, A Simkute… - Proceedings of the CHI …, 2024 - dl.acm.org
Generative AI (GenAI) systems offer unprecedented opportunities for transforming
professional and personal work, yet present challenges around prompting, evaluating and …

Ganzilla: User-driven direction discovery in generative adversarial networks

N Evirgen, XA Chen - Proceedings of the 35th Annual ACM Symposium …, 2022 - dl.acm.org
Generative Adversarial Network (GAN) is widely adopted in numerous application areas,
such as data preprocessing, image editing, and creativity support. However, GAN's 'black …

WorldSmith: Iterative and Expressive Prompting for World Building with a Generative AI

H Dang, F Brudy, G Fitzmaurice… - Proceedings of the 36th …, 2023 - dl.acm.org
Crafting a rich and unique environment is crucial for fictional world-building, but can be
difficult to achieve since illustrating a world from scratch requires time and significant skill …

Directgpt: A direct manipulation interface to interact with large language models

D Masson, S Malacria, G Casiez, D Vogel - Proceedings of the CHI …, 2024 - dl.acm.org
We characterize and demonstrate how the principles of direct manipulation can improve
interaction with large language models. This includes: continuous representation of …

Ganravel: User-driven direction disentanglement in generative adversarial networks

N Evirgen, XA Chen - Proceedings of the 2023 CHI Conference on …, 2023 - dl.acm.org
Generative adversarial networks (GANs) have many application areas including image
editing, domain translation, missing data imputation, and support for creative work. However …

Next steps for human-centered generative ai: A technical perspective

XA Chen, J Burke, R Du, MK Hong, J Jacobs… - arxiv preprint arxiv …, 2023 - arxiv.org
Through iterative, cross-disciplinary discussions, we define and propose next-steps for
Human-centered Generative AI (HGAI) from a technical perspective. We contribute a …

How do users experience traceability of AI systems? Examining subjective information processing awareness in automated insulin delivery (AID) systems

T Schrills, T Franke - ACM Transactions on Interactive Intelligent …, 2023 - dl.acm.org
When interacting with artificial intelligence (AI) in the medical domain, users frequently face
automated information processing, which can remain opaque to them. For example, users …