PriorNet: A Novel Lightweight Network with Multidimensional Interactive Attention for Efficient Image Dehazing

no code implementations • 24 Apr 2024 • Yutong Chen, Zhang Wen, Chao Wang, Lei Gong, Zhongchao Yi

Hazy images degrade visual quality, and dehazing is a crucial prerequisite for subsequent processing tasks.

Image Dehazing Single Image Dehazing

Nonconvex optimization for optimum retrieval of the transmission matrix of a multimode fiber

1 code implementation • 2 Aug 2023 • Shengfu Cheng, Xuyu Zhang, Tianting Zhong, Huanhao Li, Haoran Li, Lei Gong, Honglin Liu, Puxiang Lai

Through numerical evaluations, it shows that the nonconvex method offers an optimum efficiency of focusing with less running time or sampling rate.

Retrieval

Attributed Graph Clustering with Dual Redundancy Reduction

2 code implementations • Conference 2022 • Lei Gong, Sihang Zhou, Wenxuan Tu and Xinwang Liu∗

To this end, we develop a novel method termed attributed graph clustering with dual redundancy reduction (AGC-DRR) to reduce the information redundancy in both input space and latent feature space.

Clustering Contrastive Learning +1

DLAU: A Scalable Deep Learning Accelerator Unit on FPGA

no code implementations • 23 May 2016 • Chao Wang, Qi Yu, Lei Gong, Xi Li, Yuan Xie, Xuehai Zhou

As the emerging field of machine learning, deep learning shows excellent ability in solving complex learning problems.