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Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer
IEEE International Conference on Document Analysis and Recognition, 2021We address the challenging problem of Natural Language Comprehension beyond plain-text documents by introducing the TILT neural network architecture which simultaneously learns layout information, visual features, and textual semantics.
Rafal Powalski +5 more
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House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation
European Conference on Computer Vision, 2020This paper proposes a novel graph-constrained generative adversarial network, whose generator and discriminator are built upon relational architecture. The main idea is to encode the constraint into the graph structure of its relational networks. We have
Nelson Nauata +4 more
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GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting
International Conference on Machine LearningWe present GALA3D, generative 3D GAussians with LAyout-guided control, for effective compositional text-to-3D generation. We first utilize large language models (LLMs) to generate the initial layout and introduce a layout-guided 3D Gaussian ...
Xiaoyu Zhou +7 more
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Layout and Post-layout Simulations
2015The layout of the QVCO buffer sub-system of Sect. 4.2 is discussed in this chapter. Post-layout simulation results are also provided.
Khaled Khalaf +3 more
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BLT: Bidirectional Layout Transformer for Controllable Layout Generation
European Conference on Computer Vision, 2021Creating visual layouts is a critical step in graphic design. Automatic generation of such layouts is essential for scalable and diverse visual designs. To advance conditional layout generation, we introduce BLT, a bidirectional layout transformer.
X. Kong +6 more
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Image Synthesis from Layout with Locality-Aware Mask Adaption
IEEE International Conference on Computer Vision, 2021This paper is concerned with synthesizing images conditioned on a layout (a set of bounding boxes with object categories). Existing works construct a layout-mask-image pipeline. Object masks are generated separately and mapped to bounding boxes to form a
Zejian Li +4 more
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3D Room Layout Estimation From a Single RGB Image
IEEE transactions on multimedia, 20203D layout is crucial for scene understanding and reconstruction, and very useful in applications like real estate and furniture design. In this paper, we propose a fully automatic solution to estimate 3D layout of an indoor scene from a single 2D image ...
C. Yan +5 more
semanticscholar +1 more source
IEEE Transactions on Visualization and Computer Graphics, 2019
Visual analysis of multidimensional data requires expressive and effective ways to reduce data dimensionality to encode them visually. Multidimensional projections (MDP) figure among the most important visualization techniques in this context ...
L. G. Nonato, Michaël Aupetit
semanticscholar +1 more source
Visual analysis of multidimensional data requires expressive and effective ways to reduce data dimensionality to encode them visually. Multidimensional projections (MDP) figure among the most important visualization techniques in this context ...
L. G. Nonato, Michaël Aupetit
semanticscholar +1 more source
Neural Design Network: Graphic Layout Generation with Constraints
European Conference on Computer Vision, 2019Graphic design is essential for visual communication with layouts being fundamental to composing attractive designs. Layout generation differs from pixel-level image synthesis and is unique in terms of the requirement of mutual relations among the ...
Hsin-Ying Lee +6 more
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