CLPIPS: A Personalized Metric for AI-Generated Image Similarity
Introduces CLPIPS, a customized perceptual similarity metric tuned against human judgments for AI-generated image comparison tasks.
Human-AI Work Design
Human-AI interaction quality, prompt behavior, and implications for work design and decision performance.
Selected Outputs
Prompt and Circumstances: Evaluating the Efficacy of Human Prompt Inference in AI-Generated Art
Evaluates human ability to infer the prompts used to generate AI art. Findings show that prompt inference is difficult and that contextual factors significantly affect performance.
A Picture is Worth a Thousand Prompts? Efficacy of Iterative Human-Driven Prompt Refinement in Image Regeneration Tasks
Evaluates the efficacy of iterative human-driven prompt refinement in AI image regeneration tasks. Findings reveal both the potential and limits of human ability to reverse-engineer prompts from generated images.
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