Chao Dong

Orcid: 0000-0003-2260-8079

Affiliations:
  • Chinese Academy of Sciences, Shenzhen Institute of Advanced Technology, Key Lab of Computer Vision and Pattern Recognition, SIAT-SenseTime Joint Lab, Shenzhen, China
  • Chinese University of Hong Kong, Department of Information Engineering, Hong Kong (PhD 2016)


According to our database1, Chao Dong authored at least 118 papers between 2013 and 2024.

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Timeline

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Bibliography

2024
Temporally consistent video colorization with deep feature propagation and self-regularization learning.
Comput. Vis. Media, April, 2024

AdaptBIR: Adaptive Blind Image Restoration with latent diffusion prior for higher fidelity.
Pattern Recognit., 2024

A Preliminary Exploration Towards General Image Restoration.
CoRR, 2024

Interpreting Low-level Vision Models with Causal Effect Maps.
CoRR, 2024

GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarity.
CoRR, 2024

Descriptive Image Quality Assessment in the Wild.
CoRR, 2024

LM4LV: A Frozen Large Language Model for Low-level Vision Tasks.
CoRR, 2024

Learning A Low-Level Vision Generalist via Visual Task Prompt.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Unifying Image Processing as Visual Prompting Question Answering.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

A Comparative Study of Image Restoration Networks for General Backbone Network Design.
Proceedings of the Computer Vision - ECCV 2024, 2024

Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SmartEdit: Exploring Complex Instruction-Based Image Editing with Multimodal Large Language Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Towards Real-world Video Face Restoration: A New Benchmark.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Evaluating the Generalization Ability of Super-Resolution Networks.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Blind Image Super-Resolution: A Survey and Beyond.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Blind Image Restoration Based on Cycle-Consistent Network.
IEEE Trans. Multim., 2023

Very Lightweight Photo Retouching Network With Conditional Sequential Modulation.
IEEE Trans. Multim., 2023

Fine-Grained Face Editing via Personalized Spatial-Aware Affine Modulation.
IEEE Trans. Multim., 2023

Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models.
CoRR, 2023

HAT: Hybrid Attention Transformer for Image Restoration.
CoRR, 2023

Towards Efficient SDRTV-to-HDRTV by Learning from Image Formation.
CoRR, 2023

SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution.
CoRR, 2023

DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior.
CoRR, 2023

GET3D-: Learning GET3D from Unconstrained Image Collections.
CoRR, 2023

TextIR: A Simple Framework for Text-based Editable Image Restoration.
CoRR, 2023

ITstyler: Image-optimized Text-based Style Transfer.
CoRR, 2023

Towards Arbitrary Text-driven Image Manipulation via Space Alignment.
CoRR, 2023

Real-World Image Super-Resolution as Multi-Task Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Networks are Slacking Off: Understanding Generalization Problem in Image Deraining.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution.
Proceedings of the International Conference on Machine Learning, 2023

DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models.
Proceedings of the International Conference on Machine Learning, 2023

PS-NeRV: Patch-Wise Stylized Neural Representations for Videos.
Proceedings of the IEEE International Conference on Image Processing, 2023

OSRT: Omnidirectional Image Super-Resolution with Distortion-aware Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Activating More Pixels in Image Super-Resolution Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Masked Image Training for Generalizable Deep Image Denoising.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


DegAE: A New Pretraining Paradigm for Low-Level Vision.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Mitigating Artifacts in Real-World Video Super-resolution Models.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
RankSRGAN: Super Resolution Generative Adversarial Networks With Learning to Rank.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Path-Restore: Learning Network Path Selection for Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Interactive Multi-Dimension Modulation for Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

PS-NeRV: Patch-wise Stylized Neural Representations for Videos.
CoRR, 2022

NTIRE 2022 Challenge on Perceptual Image Quality Assessment.
CoRR, 2022

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results.
CoRR, 2022

Activating More Pixels in Image Super-Resolution Transformer.
CoRR, 2022

Video super-resolution based on deep learning: a comprehensive survey.
Artif. Intell. Rev., 2022

Rethinking Alignment in Video Super-Resolution Transformers.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch Normalization.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline.
Proceedings of the IEEE International Conference on Computational Photography, 2022

Efficient Image Super-Resolution Using Vast-Receptive-Field Attention.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Metric Learning Based Interactive Modulation for Real-World Super-Resolution.
Proceedings of the Computer Vision - ECCV 2022, 2022

UDC-UNet: Under-Display Camera Image Restoration via U-shape Dynamic Network.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder.
Proceedings of the Computer Vision - ECCV 2022, 2022


Semantic-Sparse Colorization Network for Deep Exemplar-Based Colorization.
Proceedings of the Computer Vision - ECCV 2022, 2022

A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022


VFHQ: A High-Quality Dataset and Benchmark for Video Face Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022


NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Blueprint Separable Residual Network for Efficient Image Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Reflash Dropout in Image Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022


2021
Editorial: Introduction to the Issue on Deep Learning for Image/Video Restoration and Compression.
IEEE J. Sel. Top. Signal Process., 2021

Discovering "Semantics" in Super-Resolution Networks.
CoRR, 2021

NTIRE 2021 Challenge on Perceptual Image Quality Assessment.
CoRR, 2021

Finding Discriminative Filters for Specific Degradations in Blind Super-Resolution.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Super-resolution for in situ Plankton Images.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

A New Journey from SDRTV to HDRTV.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Interpreting Super-Resolution Networks With Local Attribution Maps.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

NTIRE 2021 Challenge on Perceptual Image Quality Assessment.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

HDRUNet: Single Image HDR Reconstruction With Denoising and Dequantization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Toward Interactive Modulation for Photo-Realistic Image Restoration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Understanding Deformable Alignment in Video Super-Resolution.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Multiple Cycle-in-Cycle Generative Adversarial Networks for Unsupervised Image Super-Resolution.
IEEE Trans. Image Process., 2020

Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric.
CoRR, 2020

Exploring Multi-Scale Feature Propagation and Communication for Image Super Resolution.
CoRR, 2020

Efficient Image Super-Resolution Using Pixel Attention.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020


AIM 2020 Challenge on Video Temporal Super-Resolution.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Enhanced Quadratic Video Interpolation.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Conditional Sequential Modulation for Efficient Global Image Retouching.
Proceedings of the Computer Vision - ECCV 2020, 2020

Interactive Multi-dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration.
Proceedings of the Computer Vision - ECCV 2020, 2020

PIPAL: A Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Multi-Dimension Modulation for Image Restoration with Dynamic Controllable Residual Learning.
CoRR, 2019

Trinity of Pixel Enhancement: a Joint Solution for Demosaicking, Denoising and Super-Resolution.
CoRR, 2019

RankSRGAN: Generative Adversarial Networks With Ranker for Image Super-Resolution.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

LAP-Net: Level-Aware Progressive Network for Image Dehazing.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Deep Network Interpolation for Continuous Imagery Effect Transition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

EDVR: Video Restoration With Enhanced Deformable Convolutional Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019



Modulating Image Restoration With Continual Levels via Adaptive Feature Modification Layers.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Blind Super-Resolution With Iterative Kernel Correction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Suppressing Model Overfitting for Image Super-Resolution Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019


2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks.
CoRR, 2018

BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018


Unsupervised Image Super-Resolution Using Cycle-in-Cycle Generative Adversarial Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

RDS-Denoiser: a Detail-preserving Convolutional Neural Network for Image Denoising.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018

2017

2016
Image Super-Resolution Using Deep Convolutional Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Deep Convolution Networks for Compression Artifacts Reduction.
CoRR, 2016

Accelerating the Super-Resolution Convolutional Neural Network.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Boosting Optical Character Recognition: A Super-Resolution Approach.
CoRR, 2015

Compression Artifacts Reduction by a Deep Convolutional Network.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
Learning a Deep Convolutional Network for Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
AdVisual: a visual-based advertising system.
Proceedings of the ACM Multimedia Conference, 2013


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