Search Results for author: Haoyu Deng

Found 4 papers, 3 papers with code

FusionMamba: Efficient Image Fusion with State Space Model

no code implementations11 Apr 2024 Siran Peng, Xiangyu Zhu, Haoyu Deng, Zhen Lei, Liang-Jian Deng

Image fusion aims to generate a high-resolution multi/hyper-spectral image by combining a high-resolution image with limited spectral information and a low-resolution image with abundant spectral data.

Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening

2 code implementations11 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.

Pansharpening

Tensor Decomposition Based Attention Module for Spiking Neural Networks

1 code implementation23 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.

Tensor Decomposition

TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks

1 code implementation21 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.

Image Classification Image Generation

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