Negar Kamali

schoolNorthwestern Universitybar_chart#6804 Global Rank

Total Papers

HCI Rank

#6804

Research Areas

Years Active

Recent Publications

Characterizing Photorealism and Artifacts in Diffusion Model-Generated Images

Diffusion model-generated images can appear indistinguishable from authentic photographs, but these images often contain artifacts and implausibilities that reveal their AI-generated provenance. Given the challenge to public trust in media posed by photorealistic AI-generated images, we conducted a large-scale experim…

CHI '243rd AuthorHonorable MentionExplainable AI (XAI) +2

Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling

As deep neural networks are more commonly deployed in high-stakes domains, their black-box nature makes uncertainty quantification challenging. We investigate the effects of presenting conformal prediction sets---a distribution-free class of methods for generating prediction sets with specified coverage---to express u…

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