Janghoon Choi
5 papers · 2019–2021 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Computer Vision
(3)
Learning Paradigms · Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Learning Paradigms · Machine Learning
(2)
Optimization & Theory
(2)
Processing
(2)
Analysis
(1)
Learning Types · Deep Learning
(1)
Techniques
(1)
Keywords
few-shot learning
(3)
image restoration
(1)
hyperparameter optimization
(1)
video frame interpolation
(1)
motion estimation
(1)
test-time adaptation
(1)
neural architecture search
(1)
efficient computing
(1)
occlusion handling
(1)
adaptive learning rate
(1)
visual tracking
(1)
weight decay
(1)
task-adaptive learning
(1)
siamese network
(1)
auxiliary loss function
(1)
task-adaptive loss function
(1)
neural network
(1)
target-aware feature
(1)
loss function adaptation
(1)
controllable restoration
(1)
Papers
Meta-Learning With Task-Adaptive Loss Function for Few-Shot Learning
ICCV 2021
Searching for Controllable Image Restoration Networks
ICCV 2021
Meta-Learning with Adaptive Hyperparameters
NeurIPS 2020
Scene-Adaptive Video Frame Interpolation via Meta-Learning
CVPR 2020
Deep Meta Learning for Real-Time Target-Aware Visual Tracking
ICCV 2019