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Layout design is an important task in various design fields, including user interface, document, and graphic design.
Long short-term memory
Hochreiter, S. and Schmidhuber, J · 1997
Earlier work this paper cites.
Parametric design: a review and some experiences
Monedero, J · 2000
Earlier work this paper cites.
Auto-encoding variational bayes
Kingma, D. P. and Welling, M · 2013
Earlier work this paper cites.
Deep unsupervised learning using nonequilibrium thermodynamics
Sohl-Dickstein, J., Weiss, E., Maheswaranathan, N., and Ganguli, S · 2015
Earlier work this paper cites.
Generative visual manipulation on the natural image manifold
Zhu, J.-Y., Krähenbühl, P., Shechtman, E., and Efros, A. A · 2016
Earlier work this paper cites.
Rico: A mobile app dataset for building data-driven design applications
Deka, B., Huang, Z., Franzen, C., Hibschman, J., Afergan, D., Li, Y., Nichols, J., and Kumar, R · 2017
Earlier work this paper cites.
Gans trained by a two time-scale update rule converge to a local nash equilibrium
Heusel, M., Ramsauer, H., Unterthiner, T., Nessler, B., and Hochreiter, S · 2017
Earlier work this paper cites.
Inception-v4, inception-resnet and the impact of residual connections on learning
Szegedy, C., Ioffe, S., Vanhoucke, V., and Alemi, A. A · 2017
Earlier work this paper cites.
Attention is all you need
Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, Ł., and Polosukhin, I · 2017
Earlier work this paper cites.
Learning design semantics for mobile apps
Liu, T. F., Craft, M., Situ, J., Yumer, E., Mech, R., and Kumar, R · 2018
Earlier work this paper cites.
Film: Visual reasoning with a general conditioning layer
Perez, E., Strub, F., De Vries, H., Dumoulin, V., and Courville, A · 2018
Earlier work this paper cites.
Layoutvae: Stochastic scene layout generation from a label set
Jyothi, A. A., Durand, T., He, J., Sigal, L., and Mori, G · 2019
Earlier work this paper cites.
Layoutgan: Generating graphic layouts with wireframe discriminators
Li, J., Yang, J., Hertzmann, A., Zhang, J., and Xu, T · 2019
Earlier work this paper cites.
Gaugan: semantic image synthesis with spatially adaptive normalization
Park, T., Liu, M.-Y., Wang, T.-C., and Zhu, J.-Y · 2019
Earlier work this paper cites.
Publaynet: largest dataset ever for document layout analysis
Zhong, X., Tang, J., and Yepes, A. J · 2019
Earlier work this paper cites.
End-to-end object detection with transformers
Carion, N., Massa, F., Synnaeve, G., Usunier, N., Kirillov, A., and Zagoruyko, S · 2020
Earlier work this paper cites.
Deepsvg: A hierarchical generative network for vector graphics animation
Carlier, A., Danelljan, M., Alahi, A., and Timofte, R · 2020
Earlier work this paper cites.
Denoising diffusion probabilistic models
Ho, J., Jain, A., and Abbeel, P · 2020
Cited alongside, same era.
Neural design network: Graphic layout generation with constraints
Lee, H.-Y., Jiang, L., Essa, I., Le, P. B., Gong, H., Yang, M.-H., and Yang, W · 2020
Cited alongside, same era.
Attribute-conditioned layout gan for automatic graphic design
Li, J., Yang, J., Zhang, J., Liu, C., Wang, C., and Xu, T · 2020
Cited alongside, same era.
Novice-ai music co-creation via ai-steering tools for deep generative models
Louie, R., Coenen, A., Huang, C. Z., Terry, M., and Cai, C. J · 2020
Cited alongside, same era.
House-gan: Relational generative adversarial networks for graph-constrained house layout generation
Nauata, N., Chang, K.-H., Cheng, C.-Y., Mori, G., and Furukawa, Y · 2020
Cited alongside, same era.
Read: Recursive autoencoders for document layout generation
Patil, A. G., Ben-Eliezer, O., Perel, O., and Averbuch-Elor, H · 2020
Canvasvae: Learning to generate vector graphic documents
Yamaguchi, K · 2021
Later among the works it cites.
Geometry aligned variational transformer for image-conditioned layout generation
Cao, Y., Ma, Y., Zhou, M., Liu, C., Xie, H., Ge, T., and Jiang, Y · 2022
Later among the works it cites.
Prompt-to-prompt image editing with cross attention control
Hertz, A., Mokady, R., Tenenbaum, J., Aberman, K., Pritch, Y., and Cohen-Or, D · 2022
Later among the works it cites.
Classifier-free diffusion guidance
Ho, J. and Salimans, T · 2022
Later among the works it cites.
Imagen video: High definition video generation with diffusion models
Ho, J., Chan, W., Saharia, C., Whang, J., Gao, R., Gritsenko, A., Kingma, D. P., Poole, B., Norouzi, M., Fleet, D. J., et al · 2022
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Score-based generative modeling through stochastic differential equations
Song, Y., Sohl-Dickstein, J., Kingma, D. P., Kumar, A., Ermon, S., and Poole, B · 2020
Cited alongside, same era.
Variational transformer networks for layout generation
Arroyo, D. M., Postels, J., and Tombari, F · 2021
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Building-gan: Graph-conditioned architectural volumetric design generation
Chang, K.-H., Cheng, C.-Y., Luo, J., Murata, S., Nourbakhsh, M., and Tsuji, Y · 2021
Cited alongside, same era.
Diffusion models beat gans on image synthesis
Dhariwal, P. and Nichol, A · 2021
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Layouttransformer: Layout generation and completion with self-attention
Gupta, K., Lazarow, J., Achille, A., Davis, L. S., Mahadevan, V., and Shrivastava, A · 2021
Cited alongside, same era.
Sdedit: Guided image synthesis and editing with stochastic differential equations
Meng, C., He, Y., Song, Y., Song, J., Wu, J., Zhu, J.-Y., and Ermon, S · 2021
Cited alongside, same era.
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Solidgen: An autoregressive model for direct b-rep synthesis
Jayaraman, P. K., Lambourne, J. G., Desai, N., Willis, K. D., Sanghi, A., and Morris, N. J · 2022
Later among the works it cites.
Coarse-to-fine generative modeling for graphic layouts
Jiang, Z., Sun, S., Zhu, J., Lou, J.-G., and Zhang, D · 2022
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Blt: bidirectional layout transformer for controllable layout generation
Kong, X., Jiang, L., Chang, H., Zhang, H., Hao, Y., Gong, H., and Essa, I · 2022
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Learning to denoise raw mobile ui layouts for improving datasets at scale
Li, G., Baechler, G., Tragut, M., and Li, Y · 2022
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Magic3d: High-resolution text-to-3d content creation
Lin, C.-H., Gao, J., Tang, L., Takikawa, T., Zeng, X., Huang, X., Kreis, K., Fidler, S., Liu, M.-Y., and Lin, T.-Y · 2022
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Hierarchical text-conditional image generation with clip latents
Ramesh, A., Dhariwal, P., Nichol, A., Chu, C., and Chen, M · 2022
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High-resolution image synthesis with latent diffusion models
Rombach, R., Blattmann, A., Lorenz, D., Esser, P., and Ommer, B · 2022
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Palette: Image-to-image diffusion models
Saharia, C., Chan, W., Chang, H., Lee, C., Ho, J., Salimans, T., Fleet, D., and Norouzi, M · 2022
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Self-conditioned embedding diffusion for text generation
Strudel, R., Tallec, C., Altché, F., Du, Y., Ganin, Y., Mensch, A., Grathwohl, W., Savinov, N., Dieleman, S., Sifre, L., et al · 2022
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Skexgen: Autoregressive generation of cad construction sequences with disentangled codebooks
Xu, X., Willis, K. D., Lambourne, J. G., Cheng, C.-Y., Jayaraman, P. K., and Furukawa, Y · 2022
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Layoutdetr: Detection transformer is a good multimodal layout designer
Yu, N., Chen, C.-C., Chen, Z., Meng, R., Wu, G., Josel, P., Niebles, J. C., Xiong, C., and Xu, R · 2022
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Composition-aware graphic layout gan for visual-textual presentation designs
Zhou, M., Xu, C., Ma, Y., Ge, T., Jiang, Y., and Xu, W · 2022
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