Jimmy Ren
25 papers · 2015–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (40) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(10)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(115)
Top co-authors
Research topics
Computer Vision
(19)
Deep Learning
(17)
Processing
(13)
Machine Learning
(11)
Architectures
(11)
Analysis
(9)
Learning Types Β· Deep Learning
(6)
Application Areas
(4)
Core Methods
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Core AI
(3)
Generation
(3)
Learning Types Β· Machine Learning
(2)
Computer Science
(1)
Keywords
convolutional neural network
(9)
image restoration
(4)
3d vision
(3)
depth estimation
(3)
stereo matching
(3)
domain adaptation
(2)
disparity estimation
(2)
deep neural network
(2)
recurrent neural network
(2)
video deblurring
(2)
image super-resolution
(2)
image dehazing
(2)
attention mechanism
(1)
object detection
(1)
motion deblurring
(1)
iterative optimization
(1)
reinforcement learning
(1)
visual perception
(1)
image reconstruction
(1)
computer vision
(1)
Papers
A Diffusion-Based Framework for Occluded Object Movement
AAAI 2025
Efficient Deep Image Denoising via Class Specific Convolution
AAAI 2021
Image Formation Model Guided Deep Image Super-Resolution
AAAI 2020
Learning a Reinforced Agent for Flexible Exposure Bracketing Selection
CVPR 2020
Learning Event-Based Motion Deblurring
CVPR 2020
Learning Event-Driven Video Deblurring and Interpolation
ECCV 2020
Learning to Deblur Face Images via Sketch Synthesis
AAAI 2020
Learning to See in the Dark with Events
ECCV 2020
Self-Guided Novel View Synthesis via Elastic Displacement Network
WACV 2020
Very Power Efficient Neural Time-of-Flight
WACV 2020
Visually Imbalanced Stereo Matching
CVPR 2020
Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning
ICCV 2019
Learning Deep Priors for Image Dehazing
ICCV 2019
Spatio-Temporal Filter Adaptive Network for Video Deblurring
ICCV 2019
3D Human Pose Estimation in the Wild by Adversarial Learning
CVPR 2018
Deep Reasoning with Knowledge Graph for Social Relationship Understanding
IJCAI 2018
Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks
CVPR 2018
Learning Dual Convolutional Neural Networks for Low-Level Vision
CVPR 2018
Learning Monocular Depth by Distilling Cross-domain Stereo Networks
ECCV 2018
Learning Selfie-Friendly Abstraction from Artistic Style Images
ACML 2018
LSTM Pose Machines
CVPR 2018
Single View Stereo Matching
CVPR 2018
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains
CVPR 2018
Accurate Single Stage Detector Using Recurrent Rolling Convolution
CVPR 2017
Deep Edge-Aware Filters
ICML 2015