Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators. - Han Xu 001; Pengwei Liang; Wei Yu 018; Junjun Jiang; Jiayi Ma 001 (IJCAI, 2019)

FusionGAN: A generative adversarial network for infrared and visible image fusion. - Jiayi Ma 001; Wei Yu 018; Pengwei Liang; Chang Li 001; Junjun Jiang (Inf. Fusion, 2019)

Deep transfer learning for military object recognition under small training set condition. - Zhi Yang; Wei Yu 018; Pengwei Liang; Hanqi Guo 002; Likun Xia; Feng Zhang; Yong Ma 001; Jiayi Ma 001 (Neural Comput. Appl., 2019)

Infrared and visible image fusion via detail preserving adversarial learning. - Jiayi Ma 001; Pengwei Liang; Wei Yu 018; Chen Chen 001; Xiaojie Guo 001; Jia Wu 001; Junjun Jiang (Inf. Fusion, 2020)

Pan-GAN: An unsupervised pan-sharpening method for remote sensing image fusion. - Jiayi Ma 001; Wei Yu 018; Chen Chen 001; Pengwei Liang; Xiaojie Guo 001; Junjun Jiang (Inf. Fusion, 2020)

BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring. - Pengwei Liang; Junjun Jiang; Xianming Liu; Jiayi Ma 001 (CoRR, 2021)

GANMcC: A Generative Adversarial Network With Multiclassification Constraints for Infrared and Visible Image Fusion. - Jiayi Ma 001; Hao Zhang 073; Zhenfeng Shao; Pengwei Liang; Han Xu 001 (IEEE Trans. Instrum. Meas., 2021)

Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion. - Pengwei Liang; Junjun Jiang; Xianming Liu; Jiayi Ma 001 (ECCV (18), 2022)

Underwater image enhancement by maximum-likelihood based adaptive color correction and robust scattering removal. - Bo Wang 070; Zitong Kang; Pengwei Dong; Fan Wang 005; Peng Ma; Jiajing Bai; Pengwei Liang; Chongyi Li (Frontiers Comput. Sci., 2022)

BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring. - Pengwei Liang; Junjun Jiang; Xianming Liu; Jiayi Ma 001 (IEEE CAA J. Autom. Sinica, 2022)

Multi-scale and multi-patch transformer for sandstorm image enhancement. - Pengwei Liang; Wenyu Ding; Lu Fan; Haoyu Wang; Zihong Li; Fan Yang; Bo Wang 070; Chongyi Li (J. Vis. Commun. Image Represent., 2022)

Learning to remove sandstorm for image enhancement. - Pengwei Liang; Pengwei Dong; Fan Wang 005; Peng Ma; Jiajing Bai; Bo Wang 070; Chongyi Li (Vis. Comput., 2023)

MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training. - Jiayang Li; Junjun Jiang; Pengwei Liang; Jiayi Ma 001 (CoRR, 2024)

Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond. - Pengwei Liang; Junjun Jiang; Qing Ma; Xianming Liu; Jiayi Ma 001 (CoRR, 2024)

Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring. - Pengwei Liang; Junjun Jiang; Xianming Liu; Jiayi Ma 001 (IEEE Trans. Computational Imaging, 2024)

GAS-AU: an average uncertainty-based general adaptive sampling approach. - Shuai Zhang; Pengwei Liang; Jianji Li; Xueguan Song (Eng. Comput., 2024)

MaeFuse: Transferring Omni Features With Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training. - Jiayang Li; Junjun Jiang; Pengwei Liang; Jiayi Ma 001; Liqiang Nie (IEEE Trans. Image Process., 2025)

FusionINV: A Diffusion-Based Approach for Multimodal Image Fusion. - Pengwei Liang; Junjun Jiang; Qing Ma; Chenyang Wang 002; Xianming Liu; Jiayi Ma 001 (IEEE Trans. Image Process., 2025)

Image Deblurring by Exploring In-Depth Properties of Transformer. - Pengwei Liang; Junjun Jiang; Xianming Liu; Jiayi Ma 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Pixel2Pixel: A Pixelwise Approach for Zero-Shot Single Image Denoising. - Qing Ma; Junjun Jiang; Xiong Zhou; Pengwei Liang; Xianming Liu; Jiayi Ma 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

IMU: Influence-guided Machine Unlearning. - Xindi Fan; Jing Wu 021; Mingyi Zhou; Pengwei Liang; Dinh Phung 001 (CoRR, 2025)