2 code implementations • 11 Apr 2024 • Yule Duan, Xiao Wu, Haoyu Deng, Liang-Jian Deng
In this paper, we introduce a so-called content-adaptive non-local convolution (CANConv), a novel method tailored for remote sensing image pansharpening.
1 code implementation • 23 Oct 2023 • Haoyu Deng, Ruijie Zhu, Xuerui Qiu, Yule Duan, Malu Zhang, LiangJian Deng
Then, in AMC, we exploit the inverse procedure of the tensor decomposition process to combine the three tensors into the attention map using a so-called connecting factor.
1 code implementation • 21 Jun 2022 • Rui-Jie Zhu, Malu Zhang, Qihang Zhao, Haoyu Deng, Yule Duan, Liang-Jian Deng
Given the critical role of attention mechanisms in enhancing neural network performance, the integration of SNNs and attention mechanisms exhibits potential to deliver energy-efficient and high-performance computing paradigms.
no code implementations • 22 Dec 2018 • Hong Huang, Guangyao Shi, Haibo He, Yule Duan, Fulin Luo
However, a major challenge of GE is how to choose proper neighbors for graph construction and explore the spatial information of HSI data.