Weisheng Dong

Orcid: 0000-0002-9632-985X

According to our database¹, Weisheng Dong authored at least 138 papers between 2006 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Links

On csauthors.net:

Bibliography

2024

TransVQA: Transferable Vector Quantization Alignment for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

External Knowledge Enhanced 3D Scene Generation from Sketch.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

Fast Window-Based Event Denoising with Spatiotemporal Correlation Enhancement.

[BibT_eX]

[DOI]

CoRR, 2024

Inverse Weight-Balancing for Deep Long-Tailed Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Transfer learning for just noticeable difference estimation.

[BibT_eX]

[DOI]

Inf. Sci., November, 2023

Deep Unfolding Network for Efficient Mixed Video Noise Removal.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., September, 2023

Deep Gaussian Scale Mixture Prior for Image Reconstruction.

[BibT_eX]

[DOI]

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

Adaptive Search-and-Training for Robust and Efficient Network Pruning.

[BibT_eX]

[DOI]

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

Superresolution Image Reconstruction: Selective milestones and open problems.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., July, 2023

Memory Based Temporal Fusion Network for Video Deblurring.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., July, 2023

Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., June, 2023

Dynamic Expert-Knowledge Ensemble for Generalizable Video Quality Assessment.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., June, 2023

Quality Assessment of UGC Videos Based on Decomposition and Recomposition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., March, 2023

ECSNet: Spatio-Temporal Feature Learning for Event Camera.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., February, 2023

MADPL-net: Multi-layer attention dictionary pair learning network for image classification.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., February, 2023

Spatially Varying Prior Learning for Blind Hyperspectral Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Searching Efficient Model-Guided Deep Network for Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Supervised Contrastive Learning Based on Fusion of Global and Local Features for Remote Sensing Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Uncertainty-Driven Knowledge Distillation for Language Model Compression.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Bayesian Deep Learning for Image Reconstruction: From structured sparsity to uncertainty estimation.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2023

Event-based Motion Deblurring with Modality-Aware Decomposition and Recomposition.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

AesCLIP: Multi-Attribute Contrastive Learning for Image Aesthetics Assessment.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Exploring Correlations in Degraded Spatial Identity Features for Blind Face Restoration.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Low-Light Image Enhancement with Multi-stage Residue Quantization and Brightness-aware Attention.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Vector Quantization with Self-Attention for Quality-Independent Representation Learning.

[BibT_eX]

[DOI]

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

TFRGAN: Leveraging Text Information for Blind Face Restoration with Extreme Degradation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2022

Video Quality Assessment With Serial Dependence Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Fine-Grained Image Quality Caption With Hierarchical Semantics Degradation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Contrastive Self-Supervised Pre-Training for Video Quality Assessment.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Generalizable No-Reference Image Quality Assessment via Deep Meta-Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Spatiotemporal Representation Learning for Blind Video Quality Assessment.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Blind Image Quality Index for Authentic Distortions With Local and Global Deep Feature Aggregation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Bayesian Correlation Filter Learning With Gaussian Scale Mixture Model for Visual Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2022

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

[BibT_eX]

[DOI]

Neurocomputing, 2022

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

[BibT_eX]

[DOI]

Neurocomputing, 2022

Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies.

[BibT_eX]

[DOI]

Int. J. Autom. Comput., 2022

Robust Dynamic Background Modeling for Foreground Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Learning for Motion Deblurring with Hybrid Frames and Events.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Supervised Contrastive Learning-Based Deep Hash Retrieval for Remote Sensing Image.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Self-feature Distillation with Uncertainty Modeling for Degraded Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2022

Uncertainty Learning in Kernel Estimation for Multi-stage Blind Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Robust Depth Completion with Uncertainty-Driven Loss Functions.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Probabilistic Undirected Graph Based Denoising Method for Dynamic Vision Sensor.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Blind Image Quality Assessment With Active Inference.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Model-Guided Deep Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Hybrid sparsity learning for image restoration: An iterative and trainable approach.

[BibT_eX]

[DOI]

Signal Process., 2021

Robust subspace clustering network with dual-domain regularization.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2021

Accurate and Lightweight Image Super-Resolution With Model-Guided Deep Unfolding Network.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2021

Blind image quality prediction with hierarchical feature aggregation.

[BibT_eX]

[DOI]

Inf. Sci., 2021

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

[BibT_eX]

[DOI]

Neurocomputing, 2021

Deep Maximum a Posterior Estimator for Video Denoising.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Searching Efficient Model-guided Deep Network for Image Denoising.

[BibT_eX]

[DOI]

CoRR, 2021

Uncertainty-Driven Loss for Single Image Super-Resolution.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

No-Reference Video Quality Assessment with Heterogeneous Knowledge Ensemble.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Accelerating Convolutional Neural Network via Structured Gaussian Scale Mixture Models: A Joint Grouping and Pruning Approach.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2020

Beyond Network Pruning: a Joint Search-and-Training Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Active Inference of GAN for No-Reference Image Quality Assessment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment.

[BibT_eX]

[DOI]

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

Spatial-Temporal Gaussian Scale Mixture Modeling for Foreground Estimation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Quality Assessment for Video With Degradation Along Salient Trajectories.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Deep Spatial-Spectral Representation Learning for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2019

Image Caption Generation with Part of Speech Guidance.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

Multi-layer discriminative dictionary learning with locality constraint for image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Denoising Prior Driven Deep Neural Network for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Blind image quality assessment with hierarchy: Degradation from local structure to deep semantics.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2019

No-reference image quality assessment with visual pattern degradation.

[BibT_eX]

[DOI]

Inf. Sci., 2019

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

[BibT_eX]

[DOI]

Neurocomputing, 2019

Learning a Deep Vector Quantization Network for Image Compression.

[BibT_eX]

[DOI]

IEEE Access, 2019

End-to-End Blind Image Quality Assessment with Cascaded Deep Features.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Robust Foreground Estimation via Structured Gaussian Scale Mixture Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Image Super-Resolution With Parametric Sparse Model Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Robust Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image and Video Denoising.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

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

[BibT_eX]

[DOI]

Neurocomputing, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

Learning Parametric Sparse Models for Heavy Noisy Removal From Images.

[BibT_eX]

[DOI]

IEEE Access, 2018

Perceptual Image Dehazing Based on Generative Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Lightweight Deep Residue Learning for Joint Color Image Demosaicking and Denoising.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Enhanced Just Noticeable Difference Model for Images With Pattern Complexity.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Mixed Noise Removal via Laplacian Scale Mixture Modeling and Nonlocal Low-Rank Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

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

[BibT_eX]

[DOI]

Neurocomputing, 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

Sparsity Based Nonlocal Image Restoration: An Alternating Optimization Approach.

[BibT_eX]

[DOI]

Xin Li

Weisheng Dong

Guangming Shi

Proceedings of the Handbook of Convex Optimization Methods in Imaging Science., 2017

2016

Hyperspectral Image Super-Resolution via Non-Negative Structured Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

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

[BibT_eX]

[DOI]

Ying Fu

Weisheng Dong

Neurocomputing, 2016

Learning Parametric Sparse Models for Image Super-Resolution.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Compressive SAR Imaging with Joint Sparsity and Local Similarity Exploitation.

[BibT_eX]

[DOI]

Sensors, 2015

Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Learning Parametric Distributions for Image Super-Resolution: Where Patch Matching Meets Sparse Coding.

[BibT_eX]

[DOI]

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

Low-Rank Tensor Approximation with Laplacian Scale Mixture Modeling for Multiframe Image Denoising.

[BibT_eX]

[DOI]

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

Compressive sensing recovery of dynamic MRI via nonlocal low-rank regularization.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Weisheng Dong

Xiaolin Wu

Guangming Shi

IEEE Trans. Image Process., 2014

Compressive Sensing via Nonlocal Low-Rank Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Nonlocal Sparse and Low-Rank Regularization for Optical Flow Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Image restoration via Bayesian structured sparse coding.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Nonlocally Centralized Sparse Representation for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Sparse Representation Based Image Interpolation With Nonlocal Autoregressive Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach.

[BibT_eX]

[DOI]

Weisheng Dong

Guangming Shi

Xin Li

IEEE Trans. Image Process., 2013

A learning-based method for compressive image recovery.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2013

SAR Image Quality Assessment Based on SSIM Using Textural Feature.

[BibT_eX]

[DOI]

Shuhong Jiao

Weisheng Dong

Proceedings of the Seventh International Conference on Image and Graphics, 2013

2012

Model-Assisted Adaptive Recovery of Compressed Sensing with Imaging Applications.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Image reconstruction with locally adaptive sparsity and nonlocal robust regularization.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2012

Image deblurring with low-rank approximation structured sparse representation.

[BibT_eX]

[DOI]

Weisheng Dong

Guangming Shi

Xin Li

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.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

Sparsity-based image deblurring with locally adaptive and nonlocally robust regularization.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Centralized sparse representation for image restoration.

[BibT_eX]

[DOI]

Weisheng Dong

Lei Zhang

Guangming Shi

Proceedings of the IEEE International Conference on Computer Vision, 2011

Sparsity-based image denoising via dictionary learning and structural clustering.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Spatial-Temporal Color Video Reconstruction From Noisy CFA Sequence.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2010

Two-stage image denoising by principal component analysis with local pixel grouping.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

Context-based adaptive image resolution upconversion.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2010

Super-resolution with nonlocal regularized sparse representation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

Nonlocal back-projection for adaptive image enlargement.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Context-based bias removal of statistical models of wavelet coefficients for image denoising.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

2008

Adaptive Nonseparable Interpolation for Image Compression With Directional Wavelet Transform.

[BibT_eX]

[DOI]

Weisheng Dong

Guangming Shi

Jizheng Xu

IEEE Signal Process. Lett., 2008

Signal-adapted directional lifting scheme for image compression.

[BibT_eX]

[DOI]

Weisheng Dong

Guangming Shi

Jizheng Xu

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

2007

Immune memory clonal selection algorithms for designing stack filters.

[BibT_eX]

[DOI]

Weisheng Dong

Guangming Shi

Li Zhang

Neurocomputing, 2007

2006

A New Fast Algorithm for Training Large Window Stack Filters.

[BibT_eX]

[DOI]

Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Weisheng Dong

Timeline

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On csauthors.net:

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