Search Results for author: Xingyu Huang

Found 3 papers, 1 papers with code

AdaFuse: Adaptive Medical Image Fusion Based on Spatial-Frequential Cross Attention

1 code implementation9 Oct 2023 Xianming Gu, Lihui Wang, Zeyu Deng, Ying Cao, Xingyu Huang, Yue-Min Zhu

Specifically, we propose the cross-attention fusion (CAF) block, which adaptively fuses features of two modalities in the spatial and frequency domains by exchanging key and query values, and then calculates the cross-attention scores between the spatial and frequency features to further guide the spatial-frequential information fusion.

TFDNet: Time-Frequency Enhanced Decomposed Network for Long-term Time Series Forecasting

no code implementations25 Aug 2023 Yuxiao Luo, Ziyu Lyu, Xingyu Huang

In this paper, we propose a Time-Frequency Enhanced Decomposed Network (TFDNet) to capture both the long-term underlying patterns and temporal periodicity from the time-frequency domain.

Time Series Time Series Forecasting

Domain Balancing: Face Recognition on Long-Tailed Domains

no code implementations CVPR 2020 Dong Cao, Xiangyu Zhu, Xingyu Huang, Jianzhu Guo, Zhen Lei

Finally, we propose a Domain Balancing Margin (DBM) in the loss function to further optimize the feature space of the tail domains to improve generalization.

Face Recognition

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