HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous Denoising

Author:

Shabani Mohammad Amin1,Hosseini Sepidehsadat1,Furukawa Yasutaka1

Affiliation:

1. Simon Fraser University

Funder

NSERC

Publisher

IEEE

Reference50 articles.

1. Denoising diffusion probabilistic models;ho;Advances in neural information processing systems,2020

2. Gans trained by a two time-scale update rule converge to a local nash equilibrium;heusel;Advances in neural information processing systems,2017

3. Equivariant diffusion for molecule generation in 3d;hoogeboom;International Conference on Machine Learning,2022

4. Argmax flows and multinomial diffusion: Learning categorical distributions;hoogeboom;Advances in neural information processing systems,2021

5. Procedural content generation for games

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2. Floor Plan Reconstruction from Sparse Views: Combining Graph Neural Network with Constrained Diffusion;2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW);2023-10-02

3. SSIG: A Visually-Guided Graph Edit Distance for Floor Plan Similarity;2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW);2023-10-02

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