Kai-Hung Chang

4 papers · 2020–2021 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

CVPR (1) ECCV (1) ICCV (1) ICML (1)

Top co-authors

Chin-Yi Cheng (4) Yasutaka Furukawa (2) Nelson Nauata (2) Hang Chu (1) Mehdi Nourbakhsh (1) Sepidehsadat Hosseini (1) Shingo Murata (1) Greg Mori (1) Yoshito Tsuji (1) Jieliang Luo (1)

Research topics

Deep Learning (2) Machine Learning (2) Models (2) Artificial Intelligence (1) Computer Science (1) Mathematics & Optimization (1) Applications (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types (1) Optimization (1)

Keywords

graph neural network (3) iterative refinement (1) generative adversarial network (1) 3d generation (1) differentiable simulation (1) layout generation (1) design automation (1) floorplan generation (1) layout refinement (1) structural optimization (1) graph-constrained relational gan (1) cross-section optimization (1) volumetric design (1) adversarial training (1) voxel graph (1)

Papers

Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation ICCV 2021 House-GAN++: Generative Adversarial Layout Refinement Network towards Intelligent Computational Agent for Professional Architects CVPR 2021 House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation ECCV 2020 Learning to Simulate and Design for Structural Engineering ICML 2020