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ArchiCell: Spatial Semantics-Aware Autoregressive Modeling for Building Forms

https://doi.org/10.2139/ssrn.7068525
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Building information modelling framework: A research and delivery foundation for industry stakeholders
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Building Information Modeling (BIM) for existing buildings — Literature review and future needs
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Automated digital modeling of existing buildings: A review of visual object recognition methods
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Generative AI design for building structures
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Optimization-based design exploration of building massing typologies—EvoMass and a typology-oriented computational design optimization method for early-stage performance-based building massing design
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Generative AI models for different steps in architectural design: A literature review
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The Social Logic of Space
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Multimodal learning with next-token prediction for large multimodal models
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To Take Hold of Space: Isovists and Isovist Fields
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From Isovists to Visibility Graphs: A Methodology for the Analysis of Architectural Space
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PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
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OctNet: Learning Deep 3D Representations at High Resolutions
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Taming Transformers for High-Resolution Image Synthesis
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ShapeFormer: Transformer-based Shape Completion via Sparse Representation
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MaskGIT: Masked Generative Image Transformer
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HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous Denoising
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MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers
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Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation
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Token Pooling in Vision Transformers for Image Classification
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A Survey on 3D Gaussian Splatting
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Instant architecture
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Using deep learning to generate design spaces for architecture
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Synthesis and generation for 3D architecture volume with generative modeling
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HouseTune: Two-Stage Floorplan Generation with LLM Assistance
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Bill Hillier’s Legacy: Space Syntax—A Synopsis of Basic Concepts, Measures, and Empirical Application
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GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images
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