Donggyu Joo
5 papers · 2017–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Research topics
Deep Learning
(5)
Machine Learning
(4)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory · Deep Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Generation
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Techniques
(1)
Keywords
convolutional neural network
(2)
neural network
(2)
continual learning
(2)
model compression
(2)
transfer learning
(1)
image fusion
(1)
knowledge distillation
(1)
batch normalization
(1)
network pruning
(1)
neural network optimization
(1)
sequential learning
(1)
hessian approximation
(1)
network optimization
(1)
quadratic penalty
(1)
deep neural network
(1)
weight decay
(1)
generative adversarial network
(1)
image manipulation
(1)
linear combination
(1)
channel pruning
(1)
Papers
Linearly Replaceable Filters for Deep Network Channel Pruning
AAAI 2021
Continual Learning With Extended Kronecker-Factored Approximate Curvature
CVPR 2020
Residual Continual Learning
AAAI 2020
Generating a Fusion Image: One's Identity and Another's Shape
CVPR 2018
A Gift From Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning
CVPR 2017