- #1Agent-Based Modeling of Fast Fashion Consumption: Simulating Shifts in Consumer BehaviorAn analysis using Agent-Based Modeling to simulate consumer decision-making in fast fashion, exploring the impact of awareness, social influence, and policy interventions on sustainable shifts.
- #2Towards Co-Creative GANs for Fashion Design: A Human-AI Collaboration FrameworkAnalysis of a PhD project exploring how Generative Adversarial Networks (GANs) can be integrated into co-creative fashion design processes through mixed-initiative interfaces.
- #3Data to Physicalization: A Survey of the Physical Rendering ProcessA comprehensive survey analyzing the process of rendering data into physical objects, covering methodologies, challenges, and future directions in data physicalization.
- #4THE WASTIVE: An Interactive Ebb and Flow of Digital Fabrication WasteAn artistic interactive installation that reimagines digital fabrication waste as sentient observers, provoking reflection on sustainability in HCI and creative technology.
- #5Fashion-Diffusion Dataset: A Million High-Quality Images for AI Fashion DesignIntroducing the Fashion-Diffusion dataset: over 1 million high-resolution fashion images with detailed text descriptions, setting a new benchmark for text-to-image synthesis in fashion design.
- #6Fine-Grained Customized Fashion Design with Image-into-Prompt: BUG Benchmark and DatasetA research paper proposing the BUG workflow using Large Multimodal Models for fine-grained fashion design customization via image-into-prompt, with a new FashionEdit dataset.
- #7IMAGGarment: Fine-Grained Garment Generation for Controllable Fashion DesignAnalysis of IMAGGarment, a two-stage framework for high-fidelity garment synthesis with precise control over silhouette, color, and logo placement, including its technical contributions and the GarmentBench dataset.
- #8Weaving the Future: Generative AI and the Reimagining of Fashion DesignAn analysis of how generative AI is transforming fashion design workflows, challenging creative paradigms, and raising socio-ethical questions about authorship and materiality.
- #9Hierarchical Discrete Lattice Assembly for Scalable Macroscale StructuresA research paper presenting a novel approach for large-scale digital fabrication using hierarchical lattice blocks and mobile assembly robots, with a live digital twin for coordination.
- #10HieraFashDiff: Hierarchical Fashion Design with Multi-stage Diffusion Models - Analysis & FrameworkAn in-depth analysis of HieraFashDiff, a novel hierarchical diffusion framework that mimics the practical fashion design workflow for generation and fine-grained editing.
- #11HAIGEN: Human-AI Collaboration for Fashion Design Creativity and Style GenerationAnalysis of the HAIGEN system, a novel framework for Human-AI collaboration in fashion design, featuring cloud-based text-to-image generation and local modules for sketch and style processing.
- #12DeepVRSketch+: Personalized 3D Fashion Creation via AR/VR SketchingA novel framework enabling everyday users to create high-quality 3D garments through intuitive 3D sketching in AR/VR, powered by a conditional diffusion model and a new dataset.
- #13THE WASTIVE: An Interactive Ebb and Flow of Digital Fabrication WasteAn artistic interactive installation that reimagines digital fabrication waste as sentient observers, exploring sustainability in HCI through poetic interaction and environmental reflection.
- #14Luxury Brands and NFTs: A Strategic Analysis of Brand Image EnhancementResearch analysis on how luxury brands utilize Non-Fungible Tokens (NFTs) to enhance brand image, exploring opportunities, strategies, and future directions.
- #15Music-Triggered Fashion Design: From Songs to the MetaverseAnalysis of a dynamic fashion-design recommendation system for the metaverse, inspired by sound stimulus to enhance artist-audience connection.
- #16Optimization of Plush Yarns Bulking Process for Carpet ManufacturingResearch on optimizing the bulking process of plush yarns using a SUPERBA TVP-2S installation, focusing on pre-vaporization temperature and belt speed to improve carpet quality.
- #17DiffFashion: Structure-Aware Fashion Design with Diffusion ModelsAnalysis of DiffFashion, a novel diffusion model-based method for transferring reference appearance onto clothing images while preserving structure, outperforming state-of-the-art baselines.
- #18ST-Net: A Self-Driven Framework for Unsupervised Collocated Clothing SynthesisAnalysis of ST-Net, a novel unsupervised framework for generating fashion-compatible clothing items without paired training data, leveraging style and texture attributes.
- #19Virtual Fashion Photo-Shoots: Building a Large-Scale Garment-Lookbook DatasetA research paper introducing a novel dataset and retrieval pipeline for generating editorial-style fashion images from product photos, bridging e-commerce and fashion media.
- #20VTONQA: A Multi-Dimensional Quality Assessment Dataset for Virtual Try-onAnalysis of the VTONQA dataset, the first multi-dimensional quality assessment benchmark for Virtual Try-On (VTON) images, including dataset construction, model benchmarking, and future directions.
Last updated: 2026-03-16 17:56:46