Jiangshe Zhang

139 papers A* 9A 2Journal 127Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Algorithmic trading by reinforcement learning in a collaborative manner. Appl. Soft Comput. Li Long, Chunxia Zhang, Cong Ma, Hongtao Wang, Lizhen Ji, Fei Gao, Jiangshe Zhang, Kaiwen Qiu
2026	J	`jnl`	Scale-invariant information bottleneck for domain generalization. Expert Syst. Appl. Mengyao Li, Jiangshe Zhang, Chunxia Zhang, Junmin Liu, Lizhen Ji
2026	J	`jnl`	Spatial-frequency domain aggregation upsampling for pan-sharpening. Neural Networks Yilong Liu, Kai Sun, Yuan Liu, Junying Hu, Junmin Liu, Jiangshe Zhang
2026	J	`jnl`	Toward personalized risk-sensitive decision-making: A novel risk preference adaptive distributional reinforcement learning algorithm for stock trading. Appl. Soft Comput. Cong Ma, Fei Gao, Lizhen Ji, Chun-Xia Zhang, Li Long, Jiangshe Zhang
2025	J	`jnl`	A Label-Free High-Precision Residual Moveout Picking Method for Depth-Domain Tomography Based on Deep Learning. IEEE Trans. Geosci. Remote. Sens. Hongtao Wang, Jiandong Liang, Lei Wang, Shuaizhe Liang, Jinping Zhu, Chunxia Zhang, Jiangshe Zhang
2025	J	`jnl`	A Label-Free High-Precision Residual Moveout Picking Method for Travel Time Tomography based on Deep Learning. CoRR Hongtao Wang, Jiandong Liang, Lei Wang, Shuaizhe Liang, Jinping Zhu, Chunxia Zhang, Jiangshe Zhang
2025	J	`jnl`	CACNN: Capsule Attention Convolutional Neural Networks for 3D Object Recognition. IEEE Trans. Neural Networks Learn. Syst. Kai Sun, Jiangshe Zhang, Shuang Xu, Zixiang Zhao, Chunxia Zhang, Junmin Liu, Junying Hu
2025	J	`jnl`	CoFM: Alternating convolution and frequency module is also strong for visual recognition. Neurocomputing Jiayong Bao, Jiangshe Zhang, Chunxia Zhang
2025	J	`jnl`	Contrastive Learning with Similarity Enhancement for Dimensionality Reduction. Eng. Appl. Artif. Intell. Qi Yang, Changpeng Wang, Linlin Feng, Lizhen Ji, Jiangshe Zhang
2025	J	`jnl`	DCTCNet: Sequency discrete cosine transform convolution network for visual recognition. Neural Networks Jiayong Bao, Jiangshe Zhang, Chunxia Zhang, Li-Li Bao
2025	J	`jnl`	Deep Unfolding Multi-Modal Image Fusion Network via Attribution Analysis. IEEE Trans. Circuits Syst. Video Technol. Haowen Bai, Zixiang Zhao, Jiangshe Zhang, Baisong Jiang, Lilun Deng, Yukun Cui, Shuang Xu, Chunxia Zhang
2025	J	`jnl`	Deep Unfolding Multi-modal Image Fusion Network via Attribution Analysis. CoRR Haowen Bai, Zixiang Zhao, Jiangshe Zhang, Baisong Jiang, Lilun Deng, Yukun Cui, Shuang Xu, Chunxia Zhang
2025	J	`jnl`	FDSANet: Seismic Data Reconstruction Based on a Frequency-Domain Self-Attention Network. IEEE Geosci. Remote. Sens. Lett. Yuting Mu, Changpeng Wang, Xin Geng, Chunxia Zhang, Jiangshe Zhang
2025	J	`jnl`	ReFusion: Learning Image Fusion from Reconstruction with Learnable Loss Via Meta-Learning. Int. J. Comput. Vis. Haowen Bai, Zixiang Zhao, Jiangshe Zhang, Yichen Wu, Lilun Deng, Yukun Cui, Baisong Jiang, Shuang Xu
2025	J	`jnl`	Retinex-MEF: Retinex-based Glare Effects Aware Unsupervised Multi-Exposure Image Fusion. CoRR Haowen Bai, Jiangshe Zhang, Zixiang Zhao, Lilun Deng, Yukun Cui, Shuang Xu
2025	J	`jnl`	S2-AMNet: A lightweight Spatial-Spectral Adaptive Modulation Network for surface defect detection. Eng. Appl. Artif. Intell. Jiayong Bao, Chunxia Zhang, Li-Li Bao, Jiangshe Zhang
2025	J	`jnl`	Seismic data reconstruction via an adaptive feature fusion network. Eng. Appl. Artif. Intell. Yuting Mu, Changpeng Wang, Xin Geng, Chunxia Zhang, Jiangshe Zhang, Junxiong Jia
2025	J	`jnl`	Self-similar spectral reasoning network for efficient anti-aliasing seismic data reconstruction. Eng. Appl. Artif. Intell. Xin Geng, Changpeng Wang, Aoqi Song, Chunxia Zhang, Jiangshe Zhang, Zhiliang Zhou
2025	J	`jnl`	Simultaneous Automatic Picking and Manual Picking Refinement for First-Break. CoRR Haowen Bai, Zixiang Zhao, Jiangshe Zhang, Yukun Cui, Chunxia Zhang, Zhenbo Guo, Yongjun Wang
2025	J	`jnl`	Stabilizing Sharpness-Aware Minimization Through A Simple Renormalization Strategy. J. Mach. Learn. Res. Chengli Tan, Jiangshe Zhang, Junmin Liu, Yicheng Wang, Yunda Hao
2025	J	`jnl`	Straightforward tensorized anchor graph learning for multi-view clustering. Digit. Signal Process. Yulin Zhou, Changpeng Wang, Lizhen Ji, Jiangshe Zhang
2025	A*	`conf`	Task-driven Image Fusion with Learnable Fusion Loss. CVPR Haowen Bai, Jiangshe Zhang, Zixiang Zhao, Yichen Wu, Lilun Deng, Yukun Cui, Tao Feng, Shuang Xu
2025	J	`jnl`	Towards Understanding The Calibration Benefits of Sharpness-Aware Minimization. CoRR Chengli Tan, Yubo Zhou, Haishan Ye, Guang Dai, Junmin Liu, Zengjie Song, Jiangshe Zhang, Zixiang Zhao, Yunda Hao, Yong Xu
2024	J	`jnl`	A deep learning-based Monte Carlo simulation scheme for stochastic differential equations driven by fractional Brownian motion. Neurocomputing Fei Gao, Cornelis W. Oosterlee, Jiangshe Zhang
2024	J	`jnl`	Attention-based deformable convolutional network for Chinese various dynasties character recognition. Expert Syst. Appl. Sheng Zhuo, Jiangshe Zhang
2024	J	`jnl`	Automatic Source Point Offset via REINFORCE Based on Transformer. IEEE Geosci. Remote. Sens. Lett. Li Long, Chunxia Zhang, Hongtao Wang, Li-Li Bao, Jiangshe Zhang, Yan Wang, Huibing Zhao
2024	J	`jnl`	Back-propagating errors through artificial neural networks for variable selection. Int. J. Wavelets Multiresolution Inf. Process. Junying Hu, Peiju Chang, Fang Du, Rongrong Fei, Kai Sun, Jiangshe Zhang, Hai Zhang
2024	J	`jnl`	Convolutional neural network incorporating misclassification information for image recognition. Soft Comput. Junying Hu, Rongrong Fei, Fang Du, Peiju Chang, Jiangshe Zhang
2024	J	`jnl`	Enhancing Sound Source Localization via False Negative Elimination. CoRR Zengjie Song, Jiangshe Zhang, Yuxi Wang, Junsong Fan, Zhaoxiang Zhang
2024	J	`jnl`	Enhancing Sound Source Localization via False Negative Elimination. IEEE Trans. Pattern Anal. Mach. Intell. Zengjie Song, Jiangshe Zhang, Yuxi Wang, Junsong Fan, Zhaoxiang Zhang
2024	A*	`conf`	Equivariant Multi-Modality Image Fusion. CVPR Zixiang Zhao, Haowen Bai, Jiangshe Zhang, Yulun Zhang, Kai Zhang, Shuang Xu, Dongdong Chen, Radu Timofte, Luc Van Gool
2024	A*	`conf`	Image Fusion via Vision-Language Model. ICML Zixiang Zhao, Lilun Deng, Haowen Bai, Yukun Cui, Zhipeng Zhang, Yulun Zhang, Haotong Qin, Dongdong Chen, Jiangshe Zhang, Peng Wang, Luc Van Gool
2024	J	`jnl`	Image Fusion via Vision-Language Model. CoRR Zixiang Zhao, Lilun Deng, Haowen Bai, Yukun Cui, Zhipeng Zhang, Yulun Zhang, Haotong Qin, Dongdong Chen, Jiangshe Zhang, Peng Wang, Luc Van Gool
2024	J	`jnl`	Information Theoretical Importance Sampling Clustering and Its Relationship With Fuzzy C-Means. IEEE Trans. Fuzzy Syst. Jiangshe Zhang, Lizhen Ji, Meng Wang
2024	J	`jnl`	Low-dimensional intrinsic dimension reveals a phase transition in gradient-based learning of deep neural networks. Int. J. Mach. Learn. Cybern. Chengli Tan, Jiangshe Zhang, Junmin Liu, Zixiang Zhao
2024	J	`jnl`	Seismic Data Interpolation via Denoising Diffusion Implicit Models With Coherence-Corrected Resampling. IEEE Trans. Geosci. Remote. Sens. Xiao-Li Wei, Chunxia Zhang, Hongtao Wang, Chengli Tan, Deng Xiong, Baisong Jiang, Jiangshe Zhang, Sang-Woon Kim
2024	J	`jnl`	Seismic First Break Picking in a Higher Dimension Using Deep Graph Learning. CoRR Hongtao Wang, Li Long, Jiangshe Zhang, Xiaoli Wei, Chunxia Zhang, Zhenbo Guo
2024	J	`jnl`	Sharpness-Aware Lookahead for Accelerating Convergence and Improving Generalization. IEEE Trans. Pattern Anal. Mach. Intell. Chengli Tan, Jiangshe Zhang, Junmin Liu, Yihong Gong
2024	J	`jnl`	Simultaneous Automatic Picking and Manual Picking Refinement for First-Break. IEEE Trans. Geosci. Remote. Sens. Haowen Bai, Zixiang Zhao, Jiangshe Zhang, Yukun Cui, Chunxia Zhang, Zhenbo Guo, Yongjun Wang
2024	J	`jnl`	Stabilizing Sharpness-aware Minimization Through A Simple Renormalization Strategy. CoRR Chengli Tan, Jiangshe Zhang, Junmin Liu, Yicheng Wang, Yunda Hao
2024	J	`jnl`	Task-driven Image Fusion with Learnable Fusion Loss. CoRR Haowen Bai, Jiangshe Zhang, Zixiang Zhao, Yichen Wu, Lilun Deng, Yukun Cui, Tao Feng, Shuang Xu
2024	J	`jnl`	UPNet: Uncertainty-Based Picking Deep Learning Network for Robust First Break Picking. IEEE Trans. Geosci. Remote. Sens. Hongtao Wang, Jiangshe Zhang, Xiao-Li Wei, Li Long, Chunxia Zhang, Zhenbo Guo
2023	J	`jnl`	An information-theoretic learning model based on importance sampling. CoRR Jiangshe Zhang, Lizhen Ji, Fei Gao, Mengyao Li
2023	A*	`conf`	CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion. CVPR Zixiang Zhao, Haowen Bai, Jiangshe Zhang, Yulun Zhang, Shuang Xu, Zudi Lin, Radu Timofte, Luc Van Gool
2023	J	`jnl`	Consecutively Missing Seismic Data Reconstruction Via Wavelet-Based Swin Residual Network. IEEE Geosci. Remote. Sens. Lett. Pei Liu, Anguo Dong, Changpeng Wang, Chunxia Zhang, Jiangshe Zhang
2023	A*	`conf`	DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion. ICCV Zixiang Zhao, Haowen Bai, Yuanzhi Zhu, Jiangshe Zhang, Shuang Xu, Yulun Zhang, Kai Zhang, Deyu Meng, Radu Timofte, Luc Van Gool
2023	J	`jnl`	DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion. CoRR Zixiang Zhao, Haowen Bai, Yuanzhi Zhu, Jiangshe Zhang, Shuang Xu, Yulun Zhang, Kai Zhang, Deyu Meng, Radu Timofte, Luc Van Gool
2023	J	`jnl`	Dimensionality reduction by t-Distribution adaptive manifold embedding. Appl. Intell. Changpeng Wang, Linlin Feng, Lijuan Yang, Tianjun Wu, Jiangshe Zhang
2023	J	`jnl`	Equivariant Multi-Modality Image Fusion. CoRR Zixiang Zhao, Haowen Bai, Jiangshe Zhang, Yulun Zhang, Kai Zhang, Shuang Xu, Dongdong Chen, Radu Timofte, Luc Van Gool
2023	J	`jnl`	Importance Sampling Deterministic Annealing for Clustering. CoRR Jiangshe Zhang, Lizhen Ji, Meng Wang
2023	J	`jnl`	Leveraging Uncertainty Quantification for Picking Robust First Break Times. CoRR Hongtao Wang, Jiangshe Zhang, Xiaoli Wei, Li Long, Chunxia Zhang
2023	J	`jnl`	Long Short-Term Memory Networks with Multiple Variables for Stock Market Prediction. Neural Process. Lett. Fei Gao, Jiangshe Zhang, Chunxia Zhang, Shuang Xu, Cong Ma
2023	J	`jnl`	MBIAN: Multi-level bilateral interactive attention network for multi-modal image processing. Expert Syst. Appl. Kai Sun, Jiangshe Zhang, Jialin Wang, Shuang Xu, Chunxia Zhang, Junying Hu
2023	J	`jnl`	Modified Dynamic Routing Convolutional Neural Network for Pan-Sharpening. Remote. Sens. Kai Sun, Jiangshe Zhang, Junmin Liu, Shuang Xu, Xiangyong Cao, Rongrong Fei
2023	J	`jnl`	Multi-agent deep reinforcement learning algorithm with trend consistency regularization for portfolio management. Neural Comput. Appl. Cong Ma, Jiangshe Zhang, Zongxin Li, Shuang Xu
2023	J	`jnl`	ReFusion: Learning Image Fusion from Reconstruction with Learnable Loss via Meta-Learning. CoRR Haowen Bai, Zixiang Zhao, Jiangshe Zhang, Yichen Wu, Lilun Deng, Yukun Cui, Shuang Xu, Baisong Jiang
2023	J	`jnl`	Regeneration-Constrained Self-Supervised Seismic Data Interpolation. IEEE Trans. Geosci. Remote. Sens. Aoqi Song, Changpeng Wang, Chunxia Zhang, Jiangshe Zhang, Xiong Deng, Xiao-Li Wei
2023	A*	`conf`	Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution. ICCV Zixiang Zhao, Jiangshe Zhang, Xiang Gu, Chengli Tan, Shuang Xu, Yulun Zhang, Radu Timofte, Luc Van Gool
2023	J	`jnl`	Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution. CoRR Zixiang Zhao, Jiangshe Zhang, Xiang Gu, Chengli Tan, Shuang Xu, Yulun Zhang, Radu Timofte, Luc Van Gool
2022	J	`jnl`	A Novel Data Augmentation Method for Chinese Character Spatial Structure Recognition by Normalized Deformable Convolutional Networks. Neural Process. Lett. Sheng Zhuo, Jiangshe Zhang, Chunxia Zhang
2022	J	`jnl`	A model-driven network for guided image denoising. Inf. Fusion Shuang Xu, Jiangshe Zhang, Jialin Wang, Kai Sun, Chunxia Zhang, Junmin Liu, Junying Hu
2022	J	`jnl`	Automatic Velocity Picking Using Unsupervised Ensemble Learning. CoRR Hongtao Wang, Jiangshe Zhang, Chunxia Zhang, Zixiang Zhao, Chengli Tan, Zhiyu Yang, Weifeng Geng
2022	J	`jnl`	Automatic Velocity Picking Using a Multi-Information Fusion Deep Semantic Segmentation Network. CoRR Hongtao Wang, Jiangshe Zhang, Zixiang Zhao, Chunxia Zhang, Long Li, Zhiyu Yang, Weifeng Geng
2022	J	`jnl`	Automatic Velocity Picking Using a Multi-Information Fusion Deep Semantic Segmentation Network. IEEE Trans. Geosci. Remote. Sens. Hongtao Wang, Jiangshe Zhang, Zixiang Zhao, Chunxia Zhang, Li Long, Zhiyu Yang, Weifeng Geng
2022	J	`jnl`	CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion. CoRR Zixiang Zhao, Haowen Bai, Jiangshe Zhang, Yulun Zhang, Shuang Xu, Zudi Lin, Radu Timofte, Luc Van Gool
2022	A*	`conf`	Discrete Cosine Transform Network for Guided Depth Map Super-Resolution. CVPR Zixiang Zhao, Jiangshe Zhang, Shuang Xu, Zudi Lin, Hanspeter Pfister
2022	J	`jnl`	Efficient and Model-Based Infrared and Visible Image Fusion via Algorithm Unrolling. IEEE Trans. Circuits Syst. Video Technol. Zixiang Zhao, Shuang Xu, Jiangshe Zhang, Chengyang Liang, Chunxia Zhang, Junmin Liu
2022	J	`jnl`	Hybrid Loss-Guided Coarse-to-Fine Model for Seismic Data Consecutively Missing Trace Reconstruction. IEEE Trans. Geosci. Remote. Sens. Xiao-Li Wei, Chunxia Zhang, Hongtao Wang, Zixiang Zhao, Xiong Deng, Shuang Xu, Jiangshe Zhang, Sang-Woon Kim
2022	J	`jnl`	Hyperspectral image denoising by low-rank models with hyper-Laplacian total variation prior. Signal Process. Shuang Xu, Jiangshe Zhang, Chunxia Zhang
2022	J	`jnl`	MSSPN: Automatic First Arrival Picking using Multi-Stage Segmentation Picking Network. CoRR Hongtao Wang, Jiangshe Zhang, Xiaoli Wei, Chunxia Zhang, Zhenbo Guo, Li Long, Yicheng Wang
2022	J	`jnl`	Multi-view clustering via robust consistent graph learning. Digit. Signal Process. Changpeng Wang, Li Geng, Jiangshe Zhang, Tianjun Wu
2022	J	`jnl`	Semi-supervised graph regularized nonnegative matrix factorization with local coordinate for image representation. Signal Process. Image Commun. Huirong Li, Yuelin Gao, Junmin Liu, Jiangshe Zhang, Chao Li
2022	J	`jnl`	Semi-supervised nonnegative matrix factorization with positive and negative label propagations. Appl. Intell. Changpeng Wang, Jiangshe Zhang, Tianjun Wu, Meng Zhang, Guang Shi
2022	J	`jnl`	Toward a Controllable Disentanglement Network. IEEE Trans. Cybern. Zengjie Song, Oluwasanmi Koyejo, Jiangshe Zhang
2022	J	`jnl`	Trajectory-dependent Generalization Bounds for Deep Neural Networks via Fractional Brownian Motion. CoRR Chengli Tan, Jiangshe Zhang, Junmin Liu
2021	J	`jnl`	A parallel multi-module deep reinforcement learning algorithm for stock trading. Neurocomputing Cong Ma, Jiangshe Zhang, Junmin Liu, Lizhen Ji, Fei Gao
2021	J	`jnl`	CondenseNet with exclusive lasso regularization. Neural Comput. Appl. Lizhen Ji, Jiangshe Zhang, Chunxia Zhang, Cong Ma, Shuang Xu, Kai Sun
2021	J	`jnl`	DRCNN: Dynamic Routing Convolutional Neural Network for Multi-View 3D Object Recognition. IEEE Trans. Image Process. Kai Sun, Jiangshe Zhang, Junmin Liu, Ruixuan Yu, Zengjie Song
2021	A	`conf`	Deep Convolutional Sparse Coding Network For Pansharpening With Guidance Of Side Information. ICME Shuang Xu, Jiangshe Zhang, Kai Sun, Zixiang Zhao, Lu Huang, Junmin Liu, Chunxia Zhang
2021	J	`jnl`	Deep Convolutional Sparse Coding Network for Pansharpening with Guidance of Side Information. CoRR Shuang Xu, Jiangshe Zhang, Kai Sun, Zixiang Zhao, Lu Huang, Junmin Liu, Chunxia Zhang
2021	A*	`conf`	Deep Gradient Projection Networks for Pan-sharpening. CVPR Shuang Xu, Jiangshe Zhang, Zixiang Zhao, Kai Sun, Junmin Liu, Chunxia Zhang
2021	J	`jnl`	Deep Gradient Projection Networks for Pan-sharpening. CoRR Shuang Xu, Jiangshe Zhang, Zixiang Zhao, Kai Sun, Junmin Liu, Chunxia Zhang
2021	J	`jnl`	Discrete Cosine Transform Network for Guided Depth Map Super-Resolution. CoRR Zixiang Zhao, Jiangshe Zhang, Shuang Xu, Chun-Xia Zhang, Junmin Liu
2021	A	`conf`	FGF-GAN: A Lightweight Generative Adversarial Network for Pansharpening via Fast Guided Filter. ICME Zixiang Zhao, Jiangshe Zhang, Shuang Xu, Kai Sun, Lu Huang, Junmin Liu, Chunxia Zhang
2021	J	`jnl`	FGF-GAN: A Lightweight Generative Adversarial Network for Pansharpening via Fast Guided Filter. CoRR Zixiang Zhao, Jiangshe Zhang, Shuang Xu, Kai Sun, Lu Huang, Junmin Liu, Chunxia Zhang
2021	J	`jnl`	MFIF-GAN: A new generative adversarial network for multi-focus image fusion. Signal Process. Image Commun. Yicheng Wang, Shuang Xu, Junmin Liu, Zixiang Zhao, Chunxia Zhang, Jiangshe Zhang
2021	J	`jnl`	Pansharpening Via Neighbor Embedding of Spatial Details. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Junmin Liu, Changsheng Zhou, Rongrong Fei, Chunxia Zhang, Jiangshe Zhang
2021	J	`jnl`	Understanding Long Range Memory Effects in Deep Neural Networks. CoRR Chengli Tan, Jiangshe Zhang, Junmin Liu
2020	J	`jnl`	A distributed parallel training method of deep belief networks. Soft Comput. Guang Shi, Jiangshe Zhang, Chunxia Zhang, Junying Hu
2020	J	`jnl`	Adaptive quantile low-rank matrix factorization. Pattern Recognit. Shuang Xu, Chunxia Zhang, Jiangshe Zhang
2020	J	`jnl`	Bayesian Fusion for Infrared and Visible Images. CoRR Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang
2020	J	`jnl`	Bayesian Transfer Learning for Object Detection in Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Changsheng Zhou, Jiangshe Zhang, Junmin Liu, Chunxia Zhang, Guang Shi, Junying Hu
2020	J	`jnl`	Bayesian deep matrix factorization network for multiple images denoising. Neural Networks Shuang Xu, Chunxia Zhang, Jiangshe Zhang
2020	J	`jnl`	Bayesian fusion for infrared and visible images. Signal Process. Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang
2020	A*	`conf`	DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion. IJCAI Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang, Pengfei Li
2020	J	`jnl`	DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion. CoRR Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Pengfei Li, Jiangshe Zhang
2020	J	`jnl`	Deep Convolutional Sparse Coding Networks for Image Fusion. CoRR Shuang Xu, Zixiang Zhao, Yicheng Wang, Chunxia Zhang, Junmin Liu, Jiangshe Zhang
2020	J	`jnl`	Domain Adaptive Object Detection via Feature Separation and Alignment. CoRR Chengyang Liang, Zixiang Zhao, Junmin Liu, Jiangshe Zhang
2020	J	`jnl`	ELMAENet: A Simple, Effective and Fast Deep Architecture for Image Classification. Neural Process. Lett. Peiju Chang, Jiangshe Zhang, Jinyan Wang, Rongrong Fei
2020	J	`jnl`	Efficient and Interpretable Infrared and Visible Image Fusion Via Algorithm Unrolling. CoRR Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang
2020	J	`jnl`	Face clustering via learning a sparsity preserving low-rank graph. Multim. Tools Appl. Changpeng Wang, Jiangshe Zhang, Xueli Song, Tianjun Wu
2020	J	`jnl`	HAM-MFN: Hyperspectral and Multispectral Image Multiscale Fusion Network With RAP Loss. IEEE Trans. Geosci. Remote. Sens. Shuang Xu, Ouafa Amira, Junmin Liu, Chun-Xia Zhang, Jiangshe Zhang, Guanghai Li
2020	J	`jnl`	MFFW: A new dataset for multi-focus image fusion. CoRR Shuang Xu, Xiaoli Wei, Chunxia Zhang, Junmin Liu, Jiangshe Zhang
2020	J	`jnl`	MFIF-GAN: A New Generative Adversarial Network for Multi-Focus Image Fusion. CoRR Yicheng Wang, Shuang Xu, Junmin Liu, Zixiang Zhao, Chunxia Zhang, Jiangshe Zhang
2020	J	`jnl`	Neural network with multiple connection weights. Pattern Recognit. Jiangshe Zhang, Junying Hu, Junmin Liu
2020	J	`jnl`	Parallel Multi-Environment Shaping Algorithm for Complex Multi-step Task. Neurocomputing Cong Ma, Zhizhong Li, Dahua Lin, Jiangshe Zhang
2020	J	`jnl`	Penetrating the influence of regularizations on neural network based on information bottleneck theory. Neurocomputing Jiangshe Zhang, Cong Ma, Junmin Liu, Guang Shi
2020	J	`jnl`	PercepPan: Towards Unsupervised Pan-Sharpening Based on Perceptual Loss. Remote. Sens. Changsheng Zhou, Jiangshe Zhang, Junmin Liu, Chunxia Zhang, Rongrong Fei, Shuang Xu
2020	J	`jnl`	Robust CP Tensor Factorization With Skew Noise. IEEE Signal Process. Lett. Xingfang Huang, Shuang Xu, Chunxia Zhang, Jiangshe Zhang
2020	J	`jnl`	Towards A Controllable Disentanglement Network. CoRR Zengjie Song, Oluwasanmi Koyejo, Jiangshe Zhang
2020	J	`jnl`	Towards Reducing Severe Defocus Spread Effects for Multi-Focus Image Fusion via an Optimization Based Strategy. CoRR Shuang Xu, Lizhen Ji, Zhe Wang, Pengfei Li, Kai Sun, Chunxia Zhang, Jiangshe Zhang
2020	J	`jnl`	Towards Reducing Severe Defocus Spread Effects for Multi-Focus Image Fusion via an Optimization Based Strategy. IEEE Trans. Computational Imaging Shuang Xu, Lizhen Ji, Zhe Wang, Pengfei Li, Kai Sun, Chunxia Zhang, Jiangshe Zhang
2020	J	`jnl`	Variational Bayesian weighted complex network reconstruction. Inf. Sci. Shuang Xu, Chunxia Zhang, Pei Wang, Jiangshe Zhang
2020	J	`jnl`	Weighted-capsule routing via a fuzzy gaussian model. Pattern Recognit. Lett. Ouafa Amira, Shuang Xu, Fang Du, Jiangshe Zhang, Chunxia Zhang, Rafik Hamza
2020	J	`jnl`	When Image Decomposition Meets Deep Learning: A Novel Infrared and Visible Image Fusion Method. CoRR Zixiang Zhao, Shuang Xu, Rui Feng, Chunxia Zhang, Junmin Liu, Jiangshe Zhang
2019	J	`jnl`	A neuro-heuristic approach for recognition of lung diseases from X-ray images. Expert Syst. Appl. Qiao Ke, Jiangshe Zhang, Wei Wei, Dawid Polap, Marcin Wozniak, Leon Kosmider, Robertas Damasevicius
2019	J	`jnl`	A new variant of restricted Boltzmann machine with horizontal connections. Neural Comput. Appl. Guang Shi, Jiangshe Zhang, Nannan Ji, Changpeng Wang
2019	J	`jnl`	Adaptive Independent Subspace Analysis of Brain Magnetic Resonance Imaging Data. IEEE Access Qiao Ke, Jiangshe Zhang, Wei Wei, Robertas Damasevicius, Marcin Wozniak
2019	J	`jnl`	Convolutional Sparse Representation of Injected Details for Pansharpening. IEEE Geosci. Remote. Sens. Lett. Rongrong Fei, Jiangshe Zhang, Junmin Liu, Fang Du, Peiju Chang, Junying Hu
2019	J	`jnl`	Discriminative Representation Learning with Supervised Auto-encoder. Neural Process. Lett. Fang Du, Jiangshe Zhang, Nannan Ji, Junying Hu, Chunxia Zhang
2019	J	`jnl`	Discriminative low-rank representation with Schatten-p norm for image recognition. Multim. Tools Appl. Changpeng Wang, Jiangshe Zhang, Guang Shi
2019	J	`jnl`	Discriminative multi-modal deep generative models. Knowl. Based Syst. Fang Du, Jiangshe Zhang, Junying Hu, Rongrong Fei
2019	J	`jnl`	Enhance the Performance of Deep Neural Networks via L2 Regularization on the Input of Activations. Neural Process. Lett. Guang Shi, Jiangshe Zhang, Huirong Li, Changpeng Wang
2019	J	`jnl`	Enhanced Back-Projection as Postprocessing for Pansharpening. Remote. Sens. Junmin Liu, Jing Ma, Rongrong Fei, Huirong Li, Jiangshe Zhang
2019	J	`jnl`	FPCANet: Fisher discrimination for Principal Component Analysis Network. Knowl. Based Syst. Kai Sun, Jiangshe Zhang, Hongwei Yong, Junmin Liu
2019	J	`jnl`	Fast Inference Predictive Coding: A Novel Model for Constructing Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Zengjie Song, Jiangshe Zhang, Guang Shi, Junmin Liu
2019	J	`jnl`	Learning Controllable Disentangled Representations with Decorrelation Regularization. CoRR Zengjie Song, Oluwasanmi Koyejo, Jiangshe Zhang
2019	J	`jnl`	The Phase and Shift-Invariant Feature by Adaptive Independent Subspace Analysis for Cortical Complex Cells. Inf. Technol. Control. Qiao Ke, Jiangshe Zhang, Marcin Wozniak, Wei Wei
2018	J	`jnl`	A Deep Neural Network Based on ELM for Semi-supervised Learning of Image Classification. Neural Process. Lett. Peiju Chang, Jiangshe Zhang, Junying Hu, Zengjie Song
2018	J	`jnl`	An effective hierarchical extreme learning machine based multimodal fusion framework. Neurocomputing Fang Du, Jiangshe Zhang, Nannan Ji, Guang Shi, Chunxia Zhang
2018	J	`jnl`	Graph Regularized Nonnegative Matrix Factorization with Sample Diversity for Image Representation. Eng. Appl. Artif. Intell. Changpeng Wang, Xueli Song, Jiangshe Zhang
2018	J	`jnl`	Lp-WGAN: Using Lp-norm normalization to stabilize Wasserstein generative adversarial networks. Knowl. Based Syst. Changsheng Zhou, Jiangshe Zhang, Junmin Liu
2018	J	`jnl`	Symmetric low-rank representation with adaptive distance penalty for semi-supervised learning. Neurocomputing Changpeng Wang, Jiangshe Zhang, Fang Du, Guang Shi
2017	J	`jnl`	Graph-based discriminative nonnegative matrix factorization with label information. Neurocomputing Huirong Li, Jiangshe Zhang, Guang Shi, Junmin Liu
2017	J	`jnl`	Graph-regularized CF with local coordinate for image representation. J. Vis. Commun. Image Represent. Huirong Li, Jiangshe Zhang, Junmin Liu
2017	J	`jnl`	Robust visual tracking using information theoretical learning. Ann. Math. Artif. Intell. Weifu Ding, Jiangshe Zhang
2012	J	`jnl`	Enhancing Spectral Unmixing by Local Neighborhood Weights. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Junmin Liu, Jiangshe Zhang, Yuelin Gao, Chunxia Zhang, Zhihua Li
2008	—	`conf`	A Sufficient Condition for Uniform Convergence of Stationary p-Subdivision Scheme. Edutainment Yi-Kuan Zhang, Ke Lu, Jiangshe Zhang, Xiaopeng Zhang
2008	J	`jnl`	Enhanced piecewise regression based on deterministic annealing. Sci. China Ser. F Inf. Sci. Jiangshe Zhang, Yuqian Yang, Xiaowen Chen, Chenghu Zhou