Search Results for author: Wentao Zeng

Found 3 papers, 1 papers with code

Encoding Urban Ecologies: Automated Building Archetype Generation through Self-Supervised Learning for Energy Modeling

no code implementations11 Apr 2024 Xinwei Zhuang, Zixun Huang, Wentao Zeng, Luisa Caldas

As the global population and urbanization expand, the building sector has emerged as the predominant energy consumer and carbon emission contributor.

Self-Supervised Learning

MARL: Multi-scale Archetype Representation Learning for Urban Building Energy Modeling

1 code implementation29 Sep 2023 Xinwei Zhuang, Zixun Huang, Wentao Zeng, Luisa Caldas

Building archetypes, representative models of building stock, are crucial for precise energy simulations in Urban Building Energy Modeling.

Representation Learning

Multi-view reconstruction of bullet time effect based on improved NSFF model

no code implementations1 Apr 2023 Linquan Yu, Yan Gao, Yangtian Yan, Wentao Zeng

By using the optical flow prediction information to suppress the dynamic network timely, the network is forced to improve the reconstruction effect of dynamic and static networks independently, and the ability to understand and reconstruct dynamic and static scenes is improved.

Neural Rendering Optical Flow Estimation

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