Qian Zhao

Remote. Sens., August, 2024

RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Adaptive weighting function for weighted nuclear norm based matrix/tensor completion.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., February, 2024

Learnable Representative Coefficient Image Denoiser for Hyperspectral Image.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

HQ-IRN: Quantizing High-Frequency Features for Image Rescaling.

[BibT_eX]

[DOI]

Zibo Song

IEEE Signal Process. Lett., 2024

Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method.

[BibT_eX]

[DOI]

CoRR, 2024

Blind Image Deconvolution by Generative-Based Kernel Prior and Initializer via Latent Encoding.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

A Tensor-Based Online RPCA Model for Compressive Background Subtraction.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Robust channel estimation based on the maximum entropy principle.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., December, 2023

Stein variational gradient descent with learned direction.

[BibT_eX]

[DOI]

Inf. Sci., August, 2023

Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

A Probabilistic Formulation for Meta-Weight-Net.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., March, 2023

MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Guided Image Restoration via Simultaneous Feature and Image Guided Fusion.

[BibT_eX]

[DOI]

CoRR, 2023

A Hyper-weight Network for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

CoRR, 2023

Interactive Segmentation as Gaussian Process Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Robust Online CSI Estimation in a Complex Environment.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

A deep variational Bayesian framework for blind image deblurring.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Diagnosing Batch Normalization in Class Incremental Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Survey on rain removal from videos or a single image.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2022

KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Online Rain/Snow Removal From Surveillance Videos.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

SPLBoost: An Improved Robust Boosting Algorithm Based on Self-Paced Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Variational Bayes' Method for Functions with Applications to Some Inverse Problems.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2021

Robust online rain removal for surveillance videos with dynamic rains.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Structural residual learning for single image rain removal.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining.

[BibT_eX]

[DOI]

CoRR, 2021

Unsupervised Single Image Super-resolution Under Complex Noise.

[BibT_eX]

[DOI]

CoRR, 2021

Semi-Supervised Video Deraining With Dynamical Rain Generator.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

From Rain Generation to Rain Removal.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning to Purify Noisy Labels via Meta Soft Label Corrector.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Multilinear Multitask Learning by Rank-Product Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Robust Multiview Subspace Learning With Nonindependently and Nonidentically Distributed Complex Noise.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

Enhanced 3DTV Regularization and Its Applications on HSI Denoising and Compressed Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Contrast-Medium Anisotropy-Aware Tensor Total Variation Model for Robust Cerebral Perfusion CT Reconstruction With Low-Dose Scans.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2020

Discovering influential factors in variational autoencoders.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Single image rain streaks removal: a review and an exploration.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2020

Variational Image Restoration Network.

[BibT_eX]

[DOI]

CoRR, 2020

From Rain Removal to Rain Generation.

[BibT_eX]

[DOI]

CoRR, 2020

Meta Feature Modulator for Long-tailed Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

Meta-LR-Schedule-Net: Learned LR Schedules that Scale and Generalize.

[BibT_eX]

[DOI]

CoRR, 2020

Meta Transition Adaptation for Robust Deep Learning with Noisy Labels.

[BibT_eX]

[DOI]

CoRR, 2020

Structural Residual Learning for Single Image Rain Removal.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Adaptive Loss for Robust Learning with Noisy Labels.

[BibT_eX]

[DOI]

CoRR, 2020

Color and direction-invariant nonlocal self-similarity prior and its application to color image denoising.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2020

MEP-Based Channel Estimation under Complex Communication Environment.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Dual Adversarial Network: Toward Real-World Noise Removal and Noise Generation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

A Model-Driven Deep Neural Network for Single Image Rain Removal.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Nonconvex-Sparsity and Nonlocal-Smoothness-Based Blind Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

A Survey on Rain Removal from Video and Single Image.

[BibT_eX]

[DOI]

CoRR, 2019

Video Rain/Snow Removal by Transformed Online Multiscale Convolutional Sparse Coding.

[BibT_eX]

[DOI]

CoRR, 2019

Variational Bayes' method for functions with applications to some inverse problems.

[BibT_eX]

[DOI]

CoRR, 2019

Push the Student to Learn Right: Progressive Gradient Correcting by Meta-learner on Corrupted Labels.

[BibT_eX]

[DOI]

CoRR, 2019

Variational Denoising Network: Toward Blind Noise Modeling and Removal.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Robust CSI Estimation Under Complex Communication Environment.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Semi-Supervised Transfer Learning for Image Rain Removal.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

A Generalized Model for Robust Tensor Factorization With Noise Modeling by Mixture of Gaussians.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Denoising Hyperspectral Image With Non-i.i.d. Noise Structure.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Hyperspectral Image Restoration under Complex Multi-Band Noises.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Infrared small-dim target detection based on Markov random field guided noise modeling.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Robust subspace clustering via penalized mixture of Gaussians.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing.

[BibT_eX]

[DOI]

CoRR, 2018

Discovering Influential Factors in Variational Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2018

Unsupervised/Semi-supervised Deep Learning for Low-dose CT Enhancement.

[BibT_eX]

[DOI]

CoRR, 2018

Semi-supervised CNN for Single Image Rain Removal.

[BibT_eX]

[DOI]

CoRR, 2018

Video Rain Streak Removal by Multiscale Convolutional Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Robust Low-Dose CT Sinogram Preprocessing via Exploiting Noise-Generating Mechanism.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

Compressive Sensing of Hyperspectral Images via Joint Tensor Tucker Decomposition and Weighted Total Variation Regularization.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

A theoretical understanding of self-paced learning.

[BibT_eX]

[DOI]

Lu Jiang

Inf. Sci., 2017

Integration of 3-dimensional discrete wavelet transform and Markov random field for hyperspectral image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2017

SPLBoost: An Improved Robust Boosting Algorithm Based on Self-paced Learning.

[BibT_eX]

[DOI]

CoRR, 2017

A General Model for Robust Tensor Factorization with Unknown Noise.

[BibT_eX]

[DOI]

CoRR, 2017

Should We Encode Rain Streaks in Video as Deterministic or Stochastic?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Robust Low-Rank Matrix Factorization Under General Mixture Noise Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Low-rank Matrix Factorization under General Mixture Noise Distributions.

[BibT_eX]

[DOI]

CoRR, 2016

Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Robust Tensor Factorization with Unknown Noise.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

L<sub>1</sub>-Norm Low-Rank Matrix Factorization by Variational Bayesian Method.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

A block coordinate descent approach for sparse principal component analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2015

What Objective Does Self-paced Learning Indeed Optimize?

[BibT_eX]

[DOI]

CoRR, 2015

A Novel Sparsity Measure for Tensor Recovery.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

A Self-Paced Multiple-Instance Learning Framework for Co-Saliency Detection.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Low-Rank Matrix Factorization under General Mixture Noise Distributions.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Self-Paced Learning for Matrix Factorization.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Self-Paced Curriculum Learning.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Robust sparse principal component analysis.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2014

Robust Principal Component Analysis with Complex Noise.

[BibT_eX]

[DOI]

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Learning dictionary from signals under global sparsity constraint.

[BibT_eX]

[DOI]

Neurocomputing, 2013

2012

Improve robustness of sparse PCA by L<sub>1</sub>-norm maximization.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Dictionary learning under global sparsity constraint

[BibT_eX]

[DOI]

CoRR, 2012

A recursive divide-and-conquer approach for sparse principal component analysis.

[BibT_eX]

[DOI]