Search Results for author: Huayu Deng

Found 3 papers, 1 papers with code

LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction

no code implementations CVPR 2023 Zhaoyun Jiang, Jiaqi Guo, Shizhao Sun, Huayu Deng, Zhongkai Wu, Vuksan Mijovic, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang

First, to flexibly handle diverse constraints, we propose a constraint serialization scheme, which represents different user constraints as sequences of tokens with a predefined format.

NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields

no code implementations3 Mar 2022 Shanyan Guan, Huayu Deng, Yunbo Wang, Xiaokang Yang

Deep learning has shown great potential for modeling the physical dynamics of complex particle systems such as fluids.

Adversarial Invariant Learning

1 code implementation CVPR 2021 Nanyang Ye, Jingxuan Tang, Huayu Deng, Xiao-Yun Zhou, Qianxiao Li, Zhenguo Li, Guang-Zhong Yang, Zhanxing Zhu

To the best of our knowledge, this is one of the first to adopt differentiable environment splitting method to enable stable predictions across environments without environment index information, which achieves the state-of-the-art performance on datasets with strong spurious correlation, such as Colored MNIST.

Domain Generalization Out-of-Distribution Generalization

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