SCI

DesignFusion: Integrating Generative Models for Conceptual Design Enrichment
Conceptual design is a pivotal phase of product design and development, encompassing user requirement exploration and informed solution …
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Element-conditioned GAN for graphic layout generation
Layout guides the position and scale of design elements for desirable aesthetics and effective demonstration. Recently, Generative …
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Interactive 3D Product Information Design in Virtual Reality Shopping Application
Current e-commerce companies are trying to create shopping applications in virtual reality (VR), because interactive 3D product …
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UI semantic component group detection: Grouping UI elements with similar semantics in mobile graphical user interface
Texts, widgets, and images on a UI page do not work separately. Instead, they are partitioned into groups to achieve certain …
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Development of an exploratory creativity assessment scale
Exploratory creativity (E-creativity) can be achieved by searching an area of conceptual space governed by specific rules. Existing …
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A knowledge graph-based bio-inspired design approach for knowledge retrieval and reasoning
Bio-inspired Design (BID) is a method that draws principles from biological systems to solve complex real-world problems. While diverse …
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A Comparison Study of Human and Machine Generated Creativity
Creativity is a fundamental feature of human intelligence. However, achieving creativity is often considered a challenging task, …
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UI Layers Merger: Merging UI layers via Visual Learning and Boundary Prior
With the fast-growing GUI development workload in the Internet industry, some work on intelligent methods attempted to generate …
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A study of the evaluation metrics for generative images containing combinational creativity
In the field of content generation by machine, the state-of-the-art text-to-image model, DALL⋅E, has advanced and diverse capacities …
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Neurocognition-inspired design with machine learning
Generating designs via machine learning has been an on-going challenge in computer-aided design. Recently, deep learning methods have …
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