Mahmoud Afifi
14 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Research topics
Deep Learning
(10)
Computer Vision
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Processing
(8)
Machine Learning
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Architectures
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(5)
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(3)
Artificial Intelligence
(2)
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(2)
Techniques
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Applications
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Keywords
white balance
(5)
color correction
(4)
color constancy
(4)
image processing
(3)
deep neural network
(3)
end-to-end learning
(2)
unsupervised learning
(2)
illuminant estimation
(2)
image restoration
(1)
image reconstruction
(1)
image generation
(1)
image editing
(1)
nearest neighbor
(1)
distribution matching
(1)
image segmentation
(1)
multispectral imaging
(1)
depth estimation
(1)
feature learning
(1)
non-linear mapping
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image fusion
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Papers
CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy
ICCV 2025
Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks
ICCV 2025
Multispectral Demosaicing via Dual Cameras
ICCV 2025
Time-Aware Auto White Balance in Mobile Photography
ICCV 2025
Optimizing Illuminant Estimation in Dual-Exposure HDR Imaging
ECCV 2024
Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs
ECCV 2024
Auto White-Balance Correction for Mixed-Illuminant Scenes
WACV 2022
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning
WACV 2022
Cross-Camera Convolutional Color Constancy
ICCV 2021
HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms
CVPR 2021
Learning Multi-Scale Photo Exposure Correction
CVPR 2021
Deep White-Balance Editing
CVPR 2020
What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance
ICCV 2019
When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images
CVPR 2019