Layout Design
17 papers with code • 0 benchmarks • 0 datasets
Benchmarks
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Most implemented papers
MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning
Firstly, MaskPlace recasts placement as a problem of learning pixel-level visual representation to comprehensively describe millions of modules on a chip, enabling placement in a high-resolution canvas and a large action space.
Text2Poster: Laying out Stylized Texts on Retrieved Images
chuhaojin/text2poster-icassp-22
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Poster generation is a significant task for a wide range of applications, which is often time-consuming and requires lots of manual editing and artistic experience.
LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models
microsoft/layoutgeneration
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ICCV 2023
To tackle the challenge, we summarize three critical factors for achieving a mild forward process for the layout, i. e., legality, coordinate proximity and type disruption.
Multi-Robot Coordination and Layout Design for Automated Warehousing
lunjohnzhang/warehouse_env_gen_public
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We show that, even with state-of-the-art MAPF algorithms, commonly used human-designed layouts can lead to congestion for warehouses with large numbers of robots and thus have limited scalability.
Automatic Truss Design with Reinforcement Learning
Directly applying end-to-end reinforcement learning (RL) methods to truss layout design is infeasible either, since only a tiny portion of the entire layout space is valid under the physical constraints, leading to particularly sparse rewards for RL training.
Virtual Home Staging: Inverse Rendering and Editing an Indoor Panorama under Natural Illumination
We propose a novel inverse rendering method that enables the transformation of existing indoor panoramas with new indoor furniture layouts under natural illumination.
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
Controllable layout generation refers to the process of creating a plausible visual arrangement of elements within a graphic design (e. g., document and web designs) with constraints representing design intentions.
