Combinatorial optimization of graphical user interface designs

A Oulasvirta, NR Dayama, M Shiripour… - Proceedings of the …, 2020 - ieeexplore.ieee.org
The graphical user interface (GUI) has become the prime means for interacting with
computing systems. It leverages human perceptual and motor capabilities for elementary …

Sequential gallery for interactive visual design optimization

Y Koyama, I Sato, M Goto - ACM Transactions on Graphics (TOG), 2020 - dl.acm.org
Visual design tasks often involve tuning many design parameters. For example, color
grading of a photograph involves many parameters, some of which non-expert users might …

Adaptifont: Increasing individuals' reading speed with a generative font model and bayesian optimization

F Kadner, Y Keller, C Rothkopf - Proceedings of the 2021 chi conference …, 2021 - dl.acm.org
Digital text has become one of the primary ways of exchanging knowledge, but text needs to
be rendered to a screen to be read. We present AdaptiFont, a human-in-the-loop system that …

Visual law and legal design: Questions and tentative answers

CR Brunschwig - Brunschwig, Colette R.“Visual Law and Legal …, 2021 - papers.ssrn.com
This paper rests on three premises: First, ongoing digitalization is unleashing visualization
(still or moving images) and audio visualization (videos, audiovisual animations, etc.). This …

Investigating Accessibility Challenges and Opportunities for Users with Low Vision Disabilities in Customer-to-Customer (C2C) Marketplaces

B Ryskeldiev, K Hara, M Kobayashi… - Proceedings of the 24th …, 2022 - dl.acm.org
Inaccessible e-commerce websites and mobile applications exclude people with visual
impairments (PVI) from online shopping. Customer-to-customer (C2C) marketplaces, a form …

Tool-and domain-agnostic parameterization of style transfer effects leveraging pretrained perceptual metrics

H Yakura, Y Koyama, M Goto - arXiv preprint arXiv:2105.09207, 2021 - arxiv.org
Current deep learning techniques for style transfer would not be optimal for design support
since their" one-shot" transfer does not fit exploratory design processes. To overcome this …

Supporting Experts with a Multimodal Machine-Learning-Based Tool for Human Behavior Analysis of Conversational Videos

R Arakawa, K Maeda, H Yakura - arXiv preprint arXiv:2402.11145, 2024 - arxiv.org
Multimodal scene search of conversations is essential for unlocking valuable insights into
social dynamics and enhancing our communication. While experts in conversational …

User interfaces for high-dimensional design problems: from theories to implementations

Y Yue, Y Koyama, I Sato, T Igarashi - ACM SIGGRAPH 2021 Courses, 2021 - dl.acm.org
We introduce techniques for effectively performing tasks encompassing manipulation or
exploration in high-dimensional spaces by the user. Such tasks emerge from applications …

Preferential Bayesian Optimisation for Visual Design

Y Koyama, T Chong, T Igarashi - Bayesian Methods for Interaction …, 2022 - cambridge.org
Visual design often involves the task of searching for an optimal parameter set that produces
a subjectively preferable design. We can formulate this task as a mathematical optimisation …

Introduction to Computational Design

Y Koyama - Extended Abstracts of the 2021 CHI Conference on …, 2021 - dl.acm.org
Computational design is one of the hot topics in HCI and related research fields, where
various design problems are formulated using mathematical languages and solved by …