Combinatorial optimization of graphical user interface designs
The graphical user interface (GUI) has become the prime means for interacting with
computing systems. It leverages human perceptual and motor capabilities for elementary …
computing systems. It leverages human perceptual and motor capabilities for elementary …
Layoutdm: Discrete diffusion model for controllable layout generation
Controllable layout generation aims at synthesizing plausible arrangement of element
bounding boxes with optional constraints, such as type or position of a specific element. In …
bounding boxes with optional constraints, such as type or position of a specific element. In …
Intelligent layout generation based on deep generative models: A comprehensive survey
Y Shi, M Shang, Z Qi - Information Fusion, 2023 - Elsevier
Layout generation, as a crucial stage in Artificial Intelligence-Generated Content (AIGC) task
information presentation generation, is a fascinating and significant research topic …
information presentation generation, is a fascinating and significant research topic …
Rico: A mobile app dataset for building data-driven design applications
Data-driven models help mobile app designers understand best practices and trends, and
can be used to make predictions about design performance and support the creation of …
can be used to make predictions about design performance and support the creation of …
Layoutdiffusion: Improving graphic layout generation by discrete diffusion probabilistic models
Creating graphic layouts is a fundamental step in graphic designs. In this work, we present a
novel generative model named LayoutDiffusion for automatic layout generation. As layout is …
novel generative model named LayoutDiffusion for automatic layout generation. As layout is …
Data-driven interior plan generation for residential buildings
We propose a novel data-driven technique for automatically and efficiently generating floor
plans for residential buildings with given boundaries. Central to this method is a two-stage …
plans for residential buildings with given boundaries. Central to this method is a two-stage …
Layoutgan: Generating graphic layouts with wireframe discriminators
Layout is important for graphic design and scene generation. We propose a novel
Generative Adversarial Network, called LayoutGAN, that synthesizes layouts by modeling …
Generative Adversarial Network, called LayoutGAN, that synthesizes layouts by modeling …
Content-aware generative modeling of graphic design layouts
Layout is fundamental to graphic designs. For visual attractiveness and efficient
communication of messages and ideas, graphic design layouts often have great variation …
communication of messages and ideas, graphic design layouts often have great variation …
Layoutdm: Transformer-based diffusion model for layout generation
Automatic layout generation that can synthesize high-quality layouts is an important tool for
graphic design in many applications. Though existing methods based on generative models …
graphic design in many applications. Though existing methods based on generative models …
Vins: Visual search for mobile user interface design
Searching for relative mobile user interface (UI) design examples can aid interface
designers in gaining inspiration and comparing design alternatives. However, finding such …
designers in gaining inspiration and comparing design alternatives. However, finding such …