Large-scale Text-to-image Generation Models (LTGMs)(eg, DALL-E), self-supervised deep
learning models trained on a huge dataset, have demonstrated the capacity for generating …

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 …

The present case study examines the product landscape of current AI-empowered co-
creative tools. Specifically, I review literature in both creativity and HCI research and …

Large Language Models (LLMs) have become the backbone of numerous writing interfaces
with the goal of supporting end-users across diverse writing tasks. While LLMs reduce the …

Designers reportedly struggle with design optimization tasks where they are asked to find a
combination of design parameters that maximizes a given set of objectives. In HCI, design …

Many design tasks involve parameter adjustment, and designers often struggle to find
desirable parameter value combinations by manipulating sliders back and forth. For such a …

We study preferential Bayesian optimization (BO) where reliable feedback is limited to
pairwise comparison called duels. An important challenge in preferential BO, which uses the …

There is an increasing interest from ML and HCI communities in empowering creators with
better generative models and more intuitive interfaces with which to control them. In music …

It is important for photographers to have the best possible lighting configuration at the time of
shooting; otherwise, they need post-processing on images, which may cause artifacts and …

In recent years, text-to-music models have been the biggest breakthrough in automatic
music generation. While they are unquestionably a showcase of technological progress, it is …