Shuhang Gu

Orcid: 0000-0002-1394-6642

According to our database¹, Shuhang Gu authored at least 90 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

CrossHomo: Cross-Modality and Cross-Resolution Homography Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2024

PerlDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2024

PPRSteg: Printing and Photography Robust QR Code Steganography via Attention Flow-Based Model.

[BibT_eX]

[DOI]

CoRR, 2024

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results.

[BibT_eX]

[DOI]

Xiaoning Liu

Zongwei Wu

Ao Li

Florin-Alexandru Vasluianu

S. Mohamed Mansoor Roomi

Ahmad 'Athif Mohd Faudzi

Jagadeesh Kalyanshetti

Vijayalaxmi Ashok Aralikatti

CoRR, 2024

Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary.

[BibT_eX]

[DOI]

CoRR, 2024

Improved Implicity Neural Representation with Fourier Bases Reparameterized Training.

[BibT_eX]

[DOI]

Kexuan Shi

Xingyu Zhou

Shuhang Gu

CoRR, 2024

Video Super-Resolution Transformer with Masked Inter&Intra-Frame Attention.

[BibT_eX]

[DOI]

CoRR, 2024

Stereo Risk: A Continuous Modeling Approach to Stereo Matching.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Measuring Perceptual Color Differences of Smartphone Photographs.

[BibT_eX]

[DOI]

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

Learning Motion Refinement for Unsupervised Face Animation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

VA-DepthNet: A Variational Approach to Single Image Depth Prediction.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Fredrik K. Gustafsson

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

Single Image Depth Prediction Made Better: A Multivariate Gaussian Take.

[BibT_eX]

[DOI]

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

2022

VPU: A Video-Based Point Cloud Upsampling Framework.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

End-to-End Optimized 360° Image Compression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Exploiting Intra-Slice and Inter-Slice Redundancy for Learning-Based Lossless Volumetric Image Compression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Measuring Perceptual Color Differences of Smartphone Photography.

[BibT_eX]

[DOI]

CoRR, 2022

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

CoRR, 2022

Restore Globally, Refine Locally: A Mask-Guided Scheme to Accelerate Super-Resolution Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

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

Revisiting Random Channel Pruning for Neural Network Compression.

[BibT_eX]

[DOI]

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

2021

Layer-Output Guided Complementary Attention Learning for Image Defocus Blur Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Sequential Point Cloud Upsampling by Exploiting Multi-Scale Temporal Dependency.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Learning Content-Weighted Deep Image Compression.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Special Section Guest Editorial: Perceptually Optimized Imaging.

[BibT_eX]

[DOI]

Shuhang Gu

Kede Ma

Radu Timofte

J. Electronic Imaging, 2021

You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

MFAGAN: A Compression Framework for Memory-Efficient On-Device Super-Resolution GAN.

[BibT_eX]

[DOI]

CoRR, 2021

Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report.

[BibT_eX]

[DOI]

CoRR, 2021

NTIRE 2021 Challenge on Perceptual Image Quality Assessment.

[BibT_eX]

[DOI]

Seyed Mehdi Ayyoubzadeh

CoRR, 2021

Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Improving Facial Attribute Recognition by Group and Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Unsupervised Real-World Image Super Resolution via Domain-Distance Aware Training.

[BibT_eX]

[DOI]

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

Flow-Based Kernel Prior With Application to Blind Super-Resolution.

[BibT_eX]

[DOI]

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

The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures.

[BibT_eX]

[DOI]

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

NTIRE 2021 Challenge on Perceptual Image Quality Assessment.

[BibT_eX]

[DOI]

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

Deep Line Encoding for Monocular 3D Object Detection and Depth Prediction.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Learned Dynamic Guidance for Depth Image Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

The Heterogeneity Hypothesis: Finding Layer-Wise Dissimilated Network Architecture.

[BibT_eX]

[DOI]

CoRR, 2020

Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training.

[BibT_eX]

[DOI]

CoRR, 2020

DHP: Differentiable Meta Pruning via HyperNetworks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Flexible Example-Based Image Enhancement with Task Adaptive Global Feature Self-guided Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Video Super-Resolution with Recurrent Structure-Detail Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Improving Deep Video Compression by Resolution-Adaptive Flow Coding.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

AIM 2020 Challenge on Video Extreme Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

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

Multi-Domain Learning for Accurate and Few-Shot Color Constancy.

[BibT_eX]

[DOI]

Jin Xiao

Shuhang Gu

Lei Zhang

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

Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression.

[BibT_eX]

[DOI]

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

2019

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

CoRR, 2019

AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

The Vid3oC and IntVID Datasets for Video Super Resolution and Quality Mapping.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Image Extreme Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Pablo Navarrete Michelini

Wenbin Chen

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

DIV8K: DIVerse 8K Resolution Image Dataset.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Efficient Video Super-Resolution through Recurrent Latent Space Propagation.

[BibT_eX]

[DOI]

Dario Fuoli

Shuhang Gu

Radu Timofte

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Frequency Separation for Real-World Super-Resolution.

[BibT_eX]

[DOI]

Manuel Fritsche

Shuhang Gu

Radu Timofte

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Learning Filter Basis for Convolutional Neural Network Compression.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Fast Image Restoration With Multi-Bin Trainable Linear Units.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Self-Guided Network for Fast Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Rudrabha Mukhopadhyay

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

NTIRE 2019 Challenge on Image Colorization: Report.

[BibT_eX]

[DOI]

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

Exemplar Guided Face Image Super-Resolution Without Facial Landmarks.

[BibT_eX]

[DOI]

Berk Dogan

Shuhang Gu

Radu Timofte

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

NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Pablo Navarrete Michelini

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

2018

Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images.

[BibT_eX]

[DOI]

Jianrui Cai

Shuhang Gu

Lei Zhang

IEEE Trans. Image Process., 2018

Online multi-layer dictionary pair learning for visual classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Multi-bin Trainable Linear Unit for Fast Image Restoration Networks.

[BibT_eX]

[DOI]

Shuhang Gu

Radu Timofte

Luc Van Gool

CoRR, 2018

Efficient Trimmed Convolutional Arithmetic Encoding for Lossless Image Compression.

[BibT_eX]

[DOI]

CoRR, 2018

Integrating Local and Non-local Denoiser Priors for Image Restoration.

[BibT_eX]

[DOI]

Shuhang Gu

Radu Timofte

Luc Van Gool

Proceedings of the 24th International Conference on Pattern Recognition, 2018

CARN: Convolutional Anchored Regression Network for Fast and Accurate Single Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report.

[BibT_eX]

[DOI]

Pablo Navarrete Michelini

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

NTIRE 2018 Challenge on Single Image Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

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

Learning Convolutional Networks for Content-Weighted Image Compression.

[BibT_eX]

[DOI]

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

Learning Latent Patterns in Molecular Data for Explainable Drug Side Effects Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Joint Image Denoising and Disparity Estimation via Stereo Structure PCA and Noise-Tolerant Cost.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2017

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2017

Joint Convolutional Analysis and Synthesis Sparse Representation for Single Image Layer Separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Deep CNN Denoiser Prior for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning Dynamic Guidance for Depth Image Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Learning Iteration-wise Generalized Shrinkage-Thresholding Operators for Blind Deconvolution.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Weighted Schatten p-Norm Minimization for Image Denoising and Background Subtraction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 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

Dictionary Pair Classifier Driven Convolutional Neural Networks for Object Detection.

[BibT_eX]

[DOI]

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

2015

Convolutional Sparse Coding for Image Super-Resolution.

[BibT_eX]

[DOI]

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

Discriminative learning of iteration-wise priors for blind deconvolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

On the Optimal Solution of Weighted Nuclear Norm Minimization.

[BibT_eX]

[DOI]

CoRR, 2014

Projective dictionary pair learning for pattern classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Weighted Nuclear Norm Minimization with Application to Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2012

Fast image super resolution via local regression.

[BibT_eX]

[DOI]

Shuhang Gu

Nong Sang

Fan Ma

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Shuhang Gu

Timeline

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