Weisheng Dong

Orcid: 0000-0002-9632-985X

According to our database1, Weisheng Dong authored at least 150 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
Memory Augmentation and Non-Local Spectral Attention for Hyperspectral Denoising.
Remote. Sens., June, 2024

Motion-Oriented Hybrid Spiking Neural Networks for Event-Based Motion Deblurring.
IEEE Trans. Circuits Syst. Video Technol., May, 2024

Blind Image Quality Assessment Based on Perceptual Comparison.
IEEE Trans. Multim., 2024

Multi-Scale Spatio-Temporal Memory Network for Lightweight Video Denoising.
IEEE Trans. Image Process., 2024

TransVQA: Transferable Vector Quantization Alignment for Unsupervised Domain Adaptation.
IEEE Trans. Image Process., 2024

Learning real-world heterogeneous noise models with a benchmark dataset.
Pattern Recognit., 2024

Quality-aware blind image motion deblurring.
Pattern Recognit., 2024

TSUDepth: Exploring temporal symmetry-based uncertainty for unsupervised monocular depth estimation.
Neurocomputing, 2024

S4DL: Shift-sensitive Spatial-Spectral Disentangling Learning for Hyperspectral Image Unsupervised Domain Adaptation.
CoRR, 2024

Multi-Teacher Multi-Objective Meta-Learning for Zero-Shot Hyperspectral Band Selection.
CoRR, 2024

Back to the Color: Learning Depth to Specific Color Transformation for Unsupervised Depth Estimation.
CoRR, 2024

3D Object Detection from Point Cloud via Voting Step Diffusion.
CoRR, 2024

Beyond Skeletons: Integrative Latent Mapping for Coherent 4D Sequence Generation.
CoRR, 2024

SA-MixNet: Structure-aware Mixup and Invariance Learning for Scribble-supervised Road Extraction in Remote Sensing Images.
CoRR, 2024

Fast Window-Based Event Denoising with Spatiotemporal Correlation Enhancement.
CoRR, 2024

Semantics-Aware Image Aesthetics Assessment using Tag Matching and Contrastive Ranking.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Hyperspectral Image Denoising Based on Nonlocal Memory-Augmented Spectral Attention.
Proceedings of the IGARSS 2024, 2024

External Knowledge Enhanced 3D Scene Generation from Sketch.
Proceedings of the Computer Vision - ECCV 2024, 2024

Inverse Weight-Balancing for Deep Long-Tailed Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Transfer learning for just noticeable difference estimation.
Inf. Sci., November, 2023

Deep Unfolding Network for Efficient Mixed Video Noise Removal.
IEEE Trans. Circuits Syst. Video Technol., September, 2023

Deep Gaussian Scale Mixture Prior for Image Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Adaptive Search-and-Training for Robust and Efficient Network Pruning.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Superresolution Image Reconstruction: Selective milestones and open problems.
IEEE Signal Process. Mag., July, 2023

Memory Based Temporal Fusion Network for Video Deblurring.
Int. J. Comput. Vis., July, 2023

Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution.
IEEE Trans. Circuits Syst. Video Technol., June, 2023

Dynamic Expert-Knowledge Ensemble for Generalizable Video Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol., June, 2023

Quality Assessment of UGC Videos Based on Decomposition and Recomposition.
IEEE Trans. Circuits Syst. Video Technol., March, 2023

ECSNet: Spatio-Temporal Feature Learning for Event Camera.
IEEE Trans. Circuits Syst. Video Technol., February, 2023

MADPL-net: Multi-layer attention dictionary pair learning network for image classification.
J. Vis. Commun. Image Represent., February, 2023

Spatially Varying Prior Learning for Blind Hyperspectral Image Fusion.
IEEE Trans. Image Process., 2023

Searching Efficient Model-Guided Deep Network for Image Denoising.
IEEE Trans. Image Process., 2023

Supervised Contrastive Learning Based on Fusion of Global and Local Features for Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2023

Uncertainty-Driven Knowledge Distillation for Language Model Compression.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Bayesian Deep Learning for Image Reconstruction: From structured sparsity to uncertainty estimation.
IEEE Signal Process. Mag., 2023

Event-based Motion Deblurring with Modality-Aware Decomposition and Recomposition.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

AesCLIP: Multi-Attribute Contrastive Learning for Image Aesthetics Assessment.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Exploring Correlations in Degraded Spatial Identity Features for Blind Face Restoration.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Low-Light Image Enhancement with Multi-stage Residue Quantization and Brightness-aware Attention.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Vector Quantization with Self-Attention for Quality-Independent Representation Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

TFRGAN: Leveraging Text Information for Blind Face Restoration with Extreme Degradation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Self-supervised Non-uniform Kernel Estimation with Flow-based Motion Prior for Blind Image Deblurring.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Video Quality Assessment With Serial Dependence Modeling.
IEEE Trans. Multim., 2022

Fine-Grained Image Quality Caption With Hierarchical Semantics Degradation.
IEEE Trans. Image Process., 2022

Contrastive Self-Supervised Pre-Training for Video Quality Assessment.
IEEE Trans. Image Process., 2022

Generalizable No-Reference Image Quality Assessment via Deep Meta-Learning.
IEEE Trans. Circuits Syst. Video Technol., 2022

Spatiotemporal Representation Learning for Blind Video Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol., 2022

Blind Image Quality Index for Authentic Distortions With Local and Global Deep Feature Aggregation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Bayesian Correlation Filter Learning With Gaussian Scale Mixture Model for Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2022

Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization.
IEEE Trans. Computational Imaging, 2022

Blind image quality assessment based on progressive multi-task learning.
Neurocomputing, 2022

Correlation filters based on spatial-temporal Gaussion scale mixture modelling for visual tracking.
Neurocomputing, 2022

Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies.
Int. J. Autom. Comput., 2022

Robust Dynamic Background Modeling for Foreground Estimation.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Learning for Motion Deblurring with Hybrid Frames and Events.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Bayesian based Re-parameterization for DNN Model Pruning.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

AEDNet: Asynchronous Event Denoising with Spatial-Temporal Correlation among Irregular Data.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Learning Degradation Uncertainty for Unsupervised Real-world Image Super-resolution.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Supervised Contrastive Learning-Based Deep Hash Retrieval for Remote Sensing Image.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Self-feature Distillation with Uncertainty Modeling for Degraded Image Recognition.
Proceedings of the Computer Vision, 2022

Uncertainty Learning in Kernel Estimation for Multi-stage Blind Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2022, 2022

Robust Depth Completion with Uncertainty-Driven Loss Functions.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Probabilistic Undirected Graph Based Denoising Method for Dynamic Vision Sensor.
IEEE Trans. Multim., 2021

Blind Image Quality Assessment With Active Inference.
IEEE Trans. Image Process., 2021

Model-Guided Deep Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2021

Hybrid sparsity learning for image restoration: An iterative and trainable approach.
Signal Process., 2021

Robust subspace clustering network with dual-domain regularization.
Pattern Recognit. Lett., 2021

Accurate and Lightweight Image Super-Resolution With Model-Guided Deep Unfolding Network.
IEEE J. Sel. Top. Signal Process., 2021

Blind image quality prediction with hierarchical feature aggregation.
Inf. Sci., 2021

Toward blind joint demosaicing and denoising of raw color filter array data.
Neurocomputing, 2021

Deep Maximum a Posterior Estimator for Video Denoising.
Int. J. Comput. Vis., 2021

Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions.
CoRR, 2021

Lightweight Image Super-Resolution with Hierarchical and Differentiable Neural Architecture Search.
CoRR, 2021

Searching Efficient Model-guided Deep Network for Image Denoising.
CoRR, 2021

Uncertainty-Driven Loss for Single Image Super-Resolution.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Image Quality Caption with Attentive and Recurrent Semantic Attractor Network.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

No-Reference Video Quality Assessment with Heterogeneous Knowledge Ensemble.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
End-to-End Blind Image Quality Prediction With Cascaded Deep Neural Network.
IEEE Trans. Image Process., 2020

Accelerating Convolutional Neural Network via Structured Gaussian Scale Mixture Models: A Joint Grouping and Pruning Approach.
IEEE J. Sel. Top. Signal Process., 2020

Beyond Network Pruning: a Joint Search-and-Training Approach.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Active Inference of GAN for No-Reference Image Quality Assessment.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Spatial-Temporal Gaussian Scale Mixture Modeling for Foreground Estimation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Quality Assessment for Video With Degradation Along Salient Trajectories.
IEEE Trans. Multim., 2019

Deep Spatial-Spectral Representation Learning for Hyperspectral Image Denoising.
IEEE Trans. Computational Imaging, 2019

Image Caption Generation with Part of Speech Guidance.
Pattern Recognit. Lett., 2019

Multi-layer discriminative dictionary learning with locality constraint for image classification.
Pattern Recognit., 2019

Denoising Prior Driven Deep Neural Network for Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Blind image quality assessment with hierarchy: Degradation from local structure to deep semantics.
J. Vis. Commun. Image Represent., 2019

No-reference image quality assessment with visual pattern degradation.
Inf. Sci., 2019

SISRSet: Single image super-resolution subjective evaluation test and objective quality assessment.
Neurocomputing, 2019

Learning a Deep Vector Quantization Network for Image Compression.
IEEE Access, 2019

End-to-End Blind Image Quality Assessment with Cascaded Deep Features.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

2018
Blind Quality Index for Multiply Distorted Images Using Biorder Structure Degradation and Nonlocal Statistics.
IEEE Trans. Multim., 2018

Robust Foreground Estimation via Structured Gaussian Scale Mixture Modeling.
IEEE Trans. Image Process., 2018

Image Super-Resolution With Parametric Sparse Model Learning.
IEEE Trans. Image Process., 2018

Robust Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image and Video Denoising.
IEEE J. Sel. Top. Signal Process., 2018

Exploiting class-wise coding coefficients: Learning a discriminative dictionary for pattern classification.
Neurocomputing, 2018

Learning Hybrid Sparsity Prior for Image Restoration: Where Deep Learning Meets Sparse Coding.
CoRR, 2018

Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network.
CoRR, 2018

ConvCSNet: A Convolutional Compressive Sensing Framework Based on Deep Learning.
CoRR, 2018

Learning Parametric Sparse Models for Heavy Noisy Removal From Images.
IEEE Access, 2018

Perceptual Image Dehazing Based on Generative Adversarial Learning.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Lightweight Deep Residue Learning for Joint Color Image Demosaicking and Denoising.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Super-Resolution Quality Assessment: Subjective Evaluation Database and Quality Index Based on Perceptual Structure Measurement.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

2017
Color-Guided Depth Recovery via Joint Local Structural and Nonlocal Low-Rank Regularization.
IEEE Trans. Multim., 2017

Enhanced Just Noticeable Difference Model for Images With Pattern Complexity.
IEEE Trans. Image Process., 2017

Mixed Noise Removal via Laplacian Scale Mixture Modeling and Nonlocal Low-Rank Approximation.
IEEE Trans. Image Process., 2017

Bag-of-words feature representation for blind image quality assessment with local quantized pattern.
Neurocomputing, 2017

GUN: Gradual Upsampling Network for single image super-resolution.
CoRR, 2017

Sparsity Based Nonlocal Image Restoration: An Alternating Optimization Approach.
Proceedings of the Handbook of Convex Optimization Methods in Imaging Science., 2017

2016
Hyperspectral Image Super-Resolution via Non-Negative Structured Sparse Representation.
IEEE Trans. Image Process., 2016

3D magnetic resonance image denoising using low-rank tensor approximation.
Neurocomputing, 2016

Learning Parametric Sparse Models for Image Super-Resolution.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
Visual Orientation Selectivity Based Structure Description.
IEEE Trans. Image Process., 2015

Compressive SAR Imaging with Joint Sparsity and Local Similarity Exploitation.
Sensors, 2015

Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture.
Int. J. Comput. Vis., 2015

Learning Parametric Distributions for Image Super-Resolution: Where Patch Matching Meets Sparse Coding.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Low-Rank Tensor Approximation with Laplacian Scale Mixture Modeling for Multiframe Image Denoising.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Compressive sensing recovery of dynamic MRI via nonlocal low-rank regularization.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

2014
Sparsity Fine Tuning in Wavelet Domain With Application to Compressive Image Reconstruction.
IEEE Trans. Image Process., 2014

Compressive Sensing via Nonlocal Low-Rank Regularization.
IEEE Trans. Image Process., 2014

Nonlocal Sparse and Low-Rank Regularization for Optical Flow Estimation.
IEEE Trans. Image Process., 2014

Image restoration via Bayesian structured sparse coding.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Nonlocally Centralized Sparse Representation for Image Restoration.
IEEE Trans. Image Process., 2013

Sparse Representation Based Image Interpolation With Nonlocal Autoregressive Modeling.
IEEE Trans. Image Process., 2013

Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach.
IEEE Trans. Image Process., 2013

A learning-based method for compressive image recovery.
J. Vis. Commun. Image Represent., 2013

SAR Image Quality Assessment Based on SSIM Using Textural Feature.
Proceedings of the Seventh International Conference on Image and Graphics, 2013

2012
Model-Assisted Adaptive Recovery of Compressed Sensing with Imaging Applications.
IEEE Trans. Image Process., 2012

Image reconstruction with locally adaptive sparsity and nonlocal robust regularization.
Signal Process. Image Commun., 2012

Image deblurring with low-rank approximation structured sparse representation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization.
IEEE Trans. Image Process., 2011

Sparsity-based image deblurring with locally adaptive and nonlocally robust regularization.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Centralized sparse representation for image restoration.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Sparsity-based image denoising via dictionary learning and structural clustering.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Spatial-Temporal Color Video Reconstruction From Noisy CFA Sequence.
IEEE Trans. Circuits Syst. Video Technol., 2010

Two-stage image denoising by principal component analysis with local pixel grouping.
Pattern Recognit., 2010

Context-based adaptive image resolution upconversion.
J. Electronic Imaging, 2010

Super-resolution with nonlocal regularized sparse representation.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Live demonstration: Spatial-temporal color video reproduction from noisy CFA sequence track: Digital signal processing.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009
Learning-based recovery of compressive sensing with application in multiple description coding.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

Nonlocal back-projection for adaptive image enlargement.
Proceedings of the International Conference on Image Processing, 2009

Context-based bias removal of statistical models of wavelet coefficients for image denoising.
Proceedings of the International Conference on Image Processing, 2009

2008
Adaptive Nonseparable Interpolation for Image Compression With Directional Wavelet Transform.
IEEE Signal Process. Lett., 2008

Signal-adapted directional lifting scheme for image compression.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

2007
Immune memory clonal selection algorithms for designing stack filters.
Neurocomputing, 2007

2006
A New Fast Algorithm for Training Large Window Stack Filters.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006


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