Jimmy S. Ren
16 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
(66)
Top co-authors
Research topics
Computer Vision
(10)
Deep Learning
(9)
Processing
(9)
Machine Learning
(5)
Architectures
(5)
Learning Types · Deep Learning
(4)
Analysis
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization & Theory
(2)
Computer Science
(1)
Applications
(1)
Core Methods
(1)
Keywords
image restoration
(5)
image deblurring
(4)
event camera
(4)
convolutional neural network
(2)
frame interpolation
(2)
video frame interpolation
(2)
high dynamic range
(2)
hyperparameter estimation
(1)
adversarial training
(1)
motion synthesis
(1)
conditional generation
(1)
image super-resolution
(1)
generative prior
(1)
image reconstruction
(1)
diffusion model
(1)
weakly supervised learning
(1)
conjugate gradient
(1)
optical flow
(1)
attention mechanism
(1)
motion estimation
(1)
Papers
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution
ICCV 2025
Event-guided HDR Reconstruction with Diffusion Priors
ICCV 2025
Latency Correction for Event-guided Deblurring and Frame Interpolation
CVPR 2024
Range-Nullspace Video Frame Interpolation With Focalized Motion Estimation
CVPR 2023
Deep Bayesian Video Frame Interpolation
ECCV 2022
A New Journey From SDRTV to HDRTV
ICCV 2021
Blind Deblurring for Saturated Images
CVPR 2021
Bringing Events Into Video Deblurring With Non-Consecutively Blurry Frames
ICCV 2021
Learning a Non-Blind Deblurring Network for Night Blurry Images
CVPR 2021
Training Weakly Supervised Video Frame Interpolation With Events
ICCV 2021
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation
ECCV 2020
Learning to Predict Context-adaptive Convolution for Semantic Segmentation
ECCV 2020
PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration
ECCV 2020
DAVANet: Stereo Deblurring With View Aggregation
CVPR 2019
Spatially Variant Linear Representation Models for Joint Filtering
CVPR 2019
Structure-Preserving Stereoscopic View Synthesis With Multi-Scale Adversarial Correlation Matching
CVPR 2019