Myungsub Choi
10 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(7)
Computer Vision
(6)
Deep Learning
(6)
Processing
(6)
Artificial Intelligence
(4)
Techniques
(3)
Core AI
(2)
Core Methods
(2)
Learning Paradigms Β· Artificial Intelligence
(2)
Learning Paradigms Β· Machine Learning
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Science
(1)
Application Areas
(1)
Applications
(1)
Keywords
image restoration
(3)
motion estimation
(2)
efficient computing
(2)
video frame interpolation
(2)
frame interpolation
(1)
adaptive learning
(1)
channel attention
(1)
test-time adaptation
(1)
video super-resolution
(1)
neural architecture search
(1)
computational efficiency
(1)
kernel estimation
(1)
occlusion handling
(1)
optical flow
(1)
optical flow estimation
(1)
adaptive learning rate
(1)
image processing
(1)
convolutional neural network
(1)
deep neural network
(1)
loss function
(1)
Papers
Stable Autofocus with Focal Consistency Loss
WACV 2025
Exploring Positional Characteristics of Dual-Pixel Data for Camera Autofocus
ICCV 2023
Referring Object Manipulation of Natural Images with Conditional Classifier-Free Guidance
ECCV 2022
DynaVSR: Dynamic Adaptive Blind Video Super-Resolution
WACV 2021
Motion-Aware Dynamic Architecture for Efficient Frame Interpolation
ICCV 2021
Searching for Controllable Image Restoration Networks
ICCV 2021
Channel Attention Is All You Need for Video Frame Interpolation
AAAI 2020
Meta-Learning with Adaptive Hyperparameters
NeurIPS 2020
Scene-Adaptive Video Frame Interpolation via Meta-Learning
CVPR 2020
Task-Aware Image Downscaling
ECCV 2018