Junmin Liu
Orcid: 0000-0002-1462-7248
According to our database1,
Junmin Liu
authored at least 85 papers
between 2004 and 2025.
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Book In proceedings Article PhD thesis Dataset OtherLinks
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Bibliography
2025
SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-Supervised Change Detector.
IEEE Trans. Geosci. Remote. Sens., 2025
An Attention-Based Feature Processing Method for Cross-Domain Hyperspectral Image Classification.
IEEE Signal Process. Lett., 2025
2024
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
Low-dimensional intrinsic dimension reveals a phase transition in gradient-based learning of deep neural networks.
Int. J. Mach. Learn. Cybern., November, 2024
IEEE Trans. Neural Networks Learn. Syst., August, 2024
An Emerging Incremental Fuzzy Concept-Cognitive Learning Model Based on Granular Computing and Conceptual Knowledge Clustering.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2024
LSAB: User Behavioral Pattern Modeling in Sequential Recommendation by Learning Self-Attention Bias.
ACM Trans. Knowl. Discov. Data, April, 2024
Constrained Nonnegative Matrix Factorization Based on Label Propagation for Data Representation.
IEEE Trans. Artif. Intell., February, 2024
Int. J. Mach. Learn. Cybern., February, 2024
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
CoRR, 2024
2023
Knowl. Based Syst., November, 2023
Int. J. Fuzzy Syst., October, 2023
Robust Teacher: Self-correcting pseudo-label-guided semi-supervised learning for object detection.
Comput. Vis. Image Underst., October, 2023
iTabNet: an improved neural network for tabular data and its application to predict socioeconomic and environmental attributes.
Neural Comput. Appl., May, 2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Remote. Sens., 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
SRAF-Net: A Scene-Relevant Anchor-Free Object Detection Network in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Circuits Syst. Video Technol., 2022
Semi-supervised graph regularized nonnegative matrix factorization with local coordinate for image representation.
Signal Process. Image Commun., 2022
Remote. Sens., 2022
Optimization Algorithm Unfolding Deep Networks of Detail Injection Model for Pansharpening.
IEEE Geosci. Remote. Sens. Lett., 2022
Trajectory-dependent Generalization Bounds for Deep Neural Networks via Fractional Brownian Motion.
CoRR, 2022
2021
DRCNN: Dynamic Routing Convolutional Neural Network for Multi-View 3D Object Recognition.
IEEE Trans. Image Process., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Signal Process. Image Commun., 2021
A novel method for Mandarin speech synthesis by inserting prosodic structure prediction into Tacotron2.
Int. J. Mach. Learn. Cybern., 2021
Neurocomputing, 2021
DPP-VSE: Constructing a variable selection ensemble by determinantal point processes.
Expert Syst. Appl., 2021
AND: Effective Coupling of Accuracy, Novelty and Diversity in the Recommender System.
Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021
Deep Convolutional Sparse Coding Network For Pansharpening With Guidance Of Side Information.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
FGF-GAN: A Lightweight Generative Adversarial Network for Pansharpening via Fast Guided Filter.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
HAM-MFN: Hyperspectral and Multispectral Image Multiscale Fusion Network With RAP Loss.
IEEE Trans. Geosci. Remote. Sens., 2020
Remote. Sens., 2020
PWNet: An Adaptive Weight Network for the Fusion of Panchromatic and Multispectral Images.
Remote. Sens., 2020
Penetrating the influence of regularizations on neural network based on information bottleneck theory.
Neurocomputing, 2020
When Image Decomposition Meets Deep Learning: A Novel Infrared and Visible Image Fusion Method.
CoRR, 2020
Efficient and Interpretable Infrared and Visible Image Fusion Via Algorithm Unrolling.
CoRR, 2020
Convolutional Neural Network Assisted Optical Orbital Angular Momentum Identification of Vortex Beams.
IEEE Access, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
2019
Fast Inference Predictive Coding: A Novel Model for Constructing Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
Knowl. Based Syst., 2019
Improving text classification with weighted word embeddings via a multi-channel TextCNN model.
Neurocomputing, 2019
Convolutional Neural Network-Assisted Optical Orbital Angular Momentum Recognition and Communication.
IEEE Access, 2019
Optical Orbital Angular Momentum Shift-Keying Communication Using Direct Demodulation.
IEEE Access, 2019
2018
Single multi-echo GRE acquisition with short and long echo spacing for simultaneous quantitative mapping of fat fraction, B0 inhomogeneity, and susceptibility.
NeuroImage, 2018
Lp-WGAN: Using Lp-norm normalization to stabilize Wasserstein generative adversarial networks.
Knowl. Based Syst., 2018
2017
Knowl. Based Syst., 2017
J. Vis. Commun. Image Represent., 2017
Neurocomputing, 2017
Proceedings of the 13th International Conference on Natural Computation, 2017
2016
Signal Image Video Process., 2016
J. Electronic Imaging, 2016
2015
Enhancing performance of the backpropagation algorithm via sparse response regularization.
Neurocomputing, 2015
2014
IEEE Trans. Image Process., 2014
2012
A New Maximum Simplex Volume Method Based on Householder Transformation for Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens., 2012
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
2011
AnnotCompute: annotation-based exploration and meta-analysis of genomics experiments.
Database J. Biol. Databases Curation, 2011
2010
Annotare - a tool for annotating high-throughput biomedical investigations and resulting data.
Bioinform., 2010
2007
EPConDB: a web resource for gene expression related to pancreatic development, beta-cell function and diabetes.
Nucleic Acids Res., 2007
2006
BMC Bioinform., 2006
2005
A practical false discovery rate approach to identifying patterns of differential expression in microarray data.
Bioinform., 2005
2004
RAD and the RAD Study-Annotator: an approach to collection, organization and exchange of all relevant information for high-throughput gene expression studies.
Bioinform., 2004