Jimmy S. J. Ren

Orcid: 0000-0002-5888-3083

Affiliations:

SenseTime Group Ltd., Hong Kong
City University of Hong Kong, Department of Information Systems

According to our database¹, Jimmy S. J. Ren authored at least 81 papers between 2010 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Reliable Event Generation With Invertible Conditional Normalizing Flow.

[BibT_eX]

[DOI]

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

Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., February, 2024

2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring.

[BibT_eX]

[DOI]

CoRR, 2023

Deep Dynamic Scene Deblurring from Optical Flow.

[BibT_eX]

[DOI]

CoRR, 2023

Joint Demosaicing and Denoising with Gradient Guidance in Quad Bayer CFA.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Self-Supervised Intensity-Event Stereo Matching.

[BibT_eX]

[DOI]

Proceedings of the Imaging Sensors and Systems 2023, 2023

Range-nullspace Video Frame Interpolation with Focalized Motion Estimation.

[BibT_eX]

[DOI]

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

2022

Deep Dynamic Scene Deblurring From Optical Flow.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Learning Spatially Variant Linear Representation Models for Joint Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

NTIRE 2022 Challenge on Perceptual Image Quality Assessment.

[BibT_eX]

[DOI]

CoRR, 2022

Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computational Photography, 2022

Deep Bayesian Video Frame Interpolation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

NTIRE 2022 Challenge on Perceptual Image Quality Assessment.

[BibT_eX]

[DOI]

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

2021

Physics-Based Generative Adversarial Models for Image Restoration and Beyond.

[BibT_eX]

[DOI]

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

Low-Dose CT Denoising Using a Structure-Preserving Kernel Prediction Network.

[BibT_eX]

[DOI]

CoRR, 2021

NTIRE 2021 Challenge on Perceptual Image Quality Assessment.

[BibT_eX]

[DOI]

Seyed Mehdi Ayyoubzadeh

CoRR, 2021

Low-Dose CT Denoising Using A Structure-Preserving Kernel Prediction Network.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Training Weakly Supervised Video Frame Interpolation with Events.

[BibT_eX]

[DOI]

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

Bringing Events into Video Deblurring with Non-consecutively Blurry Frames.

[BibT_eX]

[DOI]

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

A New Journey from SDRTV to HDRTV.

[BibT_eX]

[DOI]

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

Learning a Non-Blind Deblurring Network for Night Blurry Images.

[BibT_eX]

[DOI]

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

Blind Deblurring for Saturated Images.

[BibT_eX]

[DOI]

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

Efficient Deep Image Denoising via Class Specific Convolution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Cross-spectral stereo matching for facial disparity estimation in the dark.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Self-Guided Novel View Synthesis via Elastic Displacement Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Very Power Efficient Neural Time-of-Flight.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Learning to See in the Dark with Events.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

EfficientFCN: Holistically-Guided Decoding for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning to Predict Context-Adaptive Convolution for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Event-Driven Video Deblurring and Interpolation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

PIPAL: A Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning a Reinforced Agent for Flexible Exposure Bracketing Selection.

[BibT_eX]

[DOI]

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

Visually Imbalanced Stereo Matching.

[BibT_eX]

[DOI]

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

Learning Event-Based Motion Deblurring.

[BibT_eX]

[DOI]

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

Image Formation Model Guided Deep Image Super-Resolution.

[BibT_eX]

[DOI]

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

Learning to Deblur Face Images via Sketch Synthesis.

[BibT_eX]

[DOI]

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

2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Recovering Extremely Degraded Faces by Joint Super-Resolution and Facial Composite.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Generalizing Monocular 3D Human Pose Estimation in the Wild.

[BibT_eX]

[DOI]

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

Spatio-Temporal Filter Adaptive Network for Video Deblurring.

[BibT_eX]

[DOI]

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

Learning Deep Priors for Image Dehazing.

[BibT_eX]

[DOI]

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

Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning.

[BibT_eX]

[DOI]

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

DAVANet: Stereo Deblurring With View Aggregation.

[BibT_eX]

[DOI]

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

Spatially Variant Linear Representation Models for Joint Filtering.

[BibT_eX]

[DOI]

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

Structure-Preserving Stereoscopic View Synthesis With Multi-Scale Adversarial Correlation Matching.

[BibT_eX]

[DOI]

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

2018

Very Power Efficient Neural Time-of-Flight.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Selfie-Friendly Abstraction from Artistic Style Images.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Reasoning with Knowledge Graph for Social Relationship Understanding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Learning Monocular Depth by Distilling Cross-Domain Stereo Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks.

[BibT_eX]

[DOI]

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

3D Human Pose Estimation in the Wild by Adversarial Learning.

[BibT_eX]

[DOI]

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

Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains.

[BibT_eX]

[DOI]

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

Learning Dual Convolutional Neural Networks for Low-Level Vision.

[BibT_eX]

[DOI]

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

LSTM Pose Machines.

[BibT_eX]

[DOI]

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

Single View Stereo Matching.

[BibT_eX]

[DOI]

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

Learning Selfie-Friendly Abstraction from Artistic Style Images.

[BibT_eX]

[DOI]

Proceedings of The 10th Asian Conference on Machine Learning, 2018

DSR: Direct Self-Rectification for Uncalibrated Dual-Lens Cameras.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on 3D Vision, 2018

2017

Image Dehazing using Bilinear Composition Loss Function.

[BibT_eX]

[DOI]

CoRR, 2017

Robust Tracking Using Region Proposal Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Cascade Residual Learning: A Two-Stage Convolutional Neural Network for Stereo Matching.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Accurate Single Stage Detector Using Recurrent Rolling Convolution.

[BibT_eX]

[DOI]

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

2016

Look, Listen and Learn - A Multimodal LSTM for Speaker Identification.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Shepard Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Deep Multimodal Speaker Naming.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Deep Edge-Aware Filters.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Machine Learning, 2015

A Mixed-Methods Approach to Disclose the Influence of Twofold Information Usefulness on Sales.

[BibT_eX]

[DOI]

Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

On Vectorization of Deep Convolutional Neural Networks for Vision Tasks.

[BibT_eX]

[DOI]

Jimmy S. J. Ren

Li Xu

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

The Process of Information Propagation Along a Traffic Stream Through Intervehicle Communication.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2014

Deep Convolutional Neural Network for Image Deconvolution.

[BibT_eX]

[DOI]

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

2013

Optimal Control Theory in Intelligent Transportation Systems Research - A Review

[BibT_eX]

[DOI]

Jimmy S. J. Ren

Wei Wang

Stephen Shaoyi Liao

CoRR, 2013

Effective Sentiment Analysis of Corporate Financial Reports.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information Systems, 2013

Exploring the Contribution of Unlabeled Data in Financial Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

An unsupervised feature learning approach to improve automatic incident detection.

[BibT_eX]

[DOI]

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

When Multivariate Forecasting Meets Unsupervised Feature Learning - Towards a Novel Anomaly Detection Framework for Decision Support.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information Systems, 2012

2011

Classifying Consumer Comparison Opinions to Uncover Product Strengths and Weaknesses.

[BibT_eX]

[DOI]

Int. J. Intell. Inf. Technol., 2011

Optimal Refactoring Policy for Agile Information Systems Maintenance: A Control Theoretic Approach.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information Systems, 2011

2010

Predict Market Share with Users' Online Activities Data: An Initial Study on Market Share and Search Index of Mobile Phone.

[BibT_eX]

[DOI]

Proceedings of the Pacific Asia Conference on Information Systems, 2010

Jimmy S. J. Ren

Timeline

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