Shuhang Gu

According to our database1, Shuhang Gu authored at least 57 papers between 2012 and 2020.

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Bibliography

2020
Learned Dynamic Guidance for Depth Image Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

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

You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network.
CoRR, 2020

The Heterogeneity Hypothesis: Finding Layer-Wise Dissimilated Network Architecture.
CoRR, 2020

Flexible Example-based Image Enhancement with Task Adaptive Global Feature Self-Guided Network.
CoRR, 2020

Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning.
CoRR, 2020

Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training.
CoRR, 2020

DHP: Differentiable Meta Pruning via HyperNetworks.
CoRR, 2020

DHP: Differentiable Meta Pruning via HyperNetworks.
Proceedings of the Computer Vision - ECCV 2020, 2020

Video Super-Resolution with Recurrent Structure-Detail Network.
Proceedings of the Computer Vision - ECCV 2020, 2020

Improving Deep Video Compression by Resolution-Adaptive Flow Coding.
Proceedings of the Computer Vision - ECCV 2020, 2020


Multi-Domain Learning for Accurate and Few-Shot Color Constancy.
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.
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.
CoRR, 2019

Learning Content-Weighted Deep Image Compression.
CoRR, 2019

AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results.
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.
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.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019


DIV8K: DIVerse 8K Resolution Image Dataset.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Efficient Video Super-Resolution through Recurrent Latent Space Propagation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Frequency Separation for Real-World Super-Resolution.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Learning Filter Basis for Convolutional Neural Network Compression.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Fast Image Restoration With Multi-Bin Trainable Linear Units.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Self-Guided Network for Fast Image Denoising.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019



Exemplar Guided Face Image Super-Resolution Without Facial Landmarks.
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.
IEEE Trans. Image Process., 2018

Online multi-layer dictionary pair learning for visual classification.
Expert Syst. Appl., 2018

Multi-bin Trainable Linear Unit for Fast Image Restoration Networks.
CoRR, 2018

Efficient Trimmed Convolutional Arithmetic Encoding for Lossless Image Compression.
CoRR, 2018

Integrating Local and Non-local Denoiser Priors for Image Restoration.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

CARN: Convolutional Anchored Regression Network for Fast and Accurate Single Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018


NTIRE 2018 Challenge on Single Image Super-Resolution: Methods and Results.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Learning Convolutional Networks for Content-Weighted Image Compression.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Video Rain Streak Removal by Multiscale Convolutional Sparse Coding.
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.
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.
Int. J. Comput. Vis., 2017

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision.
Int. J. Comput. Vis., 2017

Joint Convolutional Analysis and Synthesis Sparse Representation for Single Image Layer Separation.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Deep CNN Denoiser Prior for Image Restoration.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning Dynamic Guidance for Depth Image Enhancement.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Learning Iteration-wise Generalized Shrinkage-Thresholding Operators for Blind Deconvolution.
IEEE Trans. Image Process., 2016

Weighted Schatten p-Norm Minimization for Image Denoising and Background Subtraction.
IEEE Trans. Image Process., 2016

Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Dictionary Pair Classifier Driven Convolutional Neural Networks for Object Detection.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Convolutional Sparse Coding for Image Super-Resolution.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Discriminative learning of iteration-wise priors for blind deconvolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
On the Optimal Solution of Weighted Nuclear Norm Minimization.
CoRR, 2014

Projective dictionary pair learning for pattern classification.
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.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2012
Fast image super resolution via local regression.
Proceedings of the 21st International Conference on Pattern Recognition, 2012


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