Axel Davy
7 papers · 2019–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
🏆
Keyword Champion
(3)
Top co-authors
Research topics
Machine Learning
(7)
Computer Vision
(6)
Learning Types · Machine Learning
(5)
Processing
(5)
Deep Learning
(4)
Architectures
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
convolutional neural network
(3)
video denoising
(3)
blind denoising
(2)
image restoration
(2)
self-supervised learning
(2)
video restoration
(1)
satellite imaging
(1)
remote sensing
(1)
multi-view learning
(1)
optical flow
(1)
loss function
(1)
temporal consistency
(1)
loss weighting
(1)
noise handling
(1)
mean average precision
(1)
small object detection
(1)
temporal pooling
(1)
self-supervised representation learning
(1)
infrared imaging
(1)
fixed pattern noise removal
(1)
Papers
Fixed Pattern Noise Removal for Multi-View Single-Sensor Infrared Camera
WACV 2024
On the Importance of Large Objects in CNN Based Object Detection Algorithms
WACV 2024
Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information
WACV 2023
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites
CVPR 2022
Self-Supervised Training for Blind Multi-Frame Video Denoising
WACV 2021
Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images
ICCV 2019
Model-Blind Video Denoising via Frame-To-Frame Training
CVPR 2019