activity
20222026
most citedEnhancing Hyperspectral Images via Diffusion Model and Group-Autoencoder Super-resolution Network

19 citations · 22 across the 7 of their papers we have counts for

collaborators

7 papers

physics.optics2026

Electrically-injected room-temperature waveguide polariton laser

Hassen Souissi, Valentin Develay, Maksym Gromovyi +14

Exciton-polariton lasers are coherent light sources which do not require the population inversion (transparency) condition to be fulfilled. They have been conceptualized at the end…

cs.CV2025★ 1 cited

A Spatial-Spectral-Frequency Interactive Network for Multimodal Remote Sensing Classification

Hao Liu, Yunhao Gao, Wei Li +3

Deep learning-based methods have achieved significant success in remote sensing Earth observation data analysis. Numerous feature fusion techniques address multimodal remote sensin…

cs.CV2025

Balanced Diffusion-Guided Fusion for Multimodal Remote Sensing Classification

Hao Liu, Yongjie Zheng, Yuhan Kang +3

Deep learning-based techniques for the analysis of multimodal remote sensing data have become popular due to their ability to effectively integrate complementary spatial, spectral,…

cs.CV2024★ 19 cited

Enhancing Hyperspectral Images via Diffusion Model and Group-Autoencoder Super-resolution Network

Zhaoyang Wang, Dongyang Li, Mingyang Zhang +2

Existing hyperspectral image (HSI) super-resolution (SR) methods struggle to effectively capture the complex spectral-spatial relationships and low-level details, while diffusion m…

cs.CV2024★ 1 cited

Diffusion Model Based Visual Compensation Guidance and Visual Difference Analysis for No-Reference Image Quality Assessment

Zhaoyang Wang, Bo Hu, Mingyang Zhang +4

Existing free-energy guided No-Reference Image Quality Assessment (NR-IQA) methods still suffer from finding a balance between learning feature information at the pixel level of th…

cs.CV2022★ 1 cited

Bayesian Layer Graph Convolutioanl Network for Hyperspetral Image Classification

Mingyang Zhang, Ziqi Di, Maoguo Gong +3

In recent years, research on hyperspectral image (HSI) classification has continuous progress on introducing deep network models, and recently the graph convolutional network (GCN)…

cs.LG2022

Towards Consistency and Complementarity: A Multiview Graph Information Bottleneck Approach

Xiaolong Fan, Maoguo Gong, Yue Wu +3

The empirical studies of Graph Neural Networks (GNNs) broadly take the original node feature and adjacency relationship as singleview input, ignoring the rich information of multip…