Jaedeok Kim
4 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(3)
Learning Types
(3)
Optimization & Theory Β· Machine Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Techniques
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
model compression
(1)
sequence generation
(1)
neural network pruning
(1)
representation learning
(1)
image restoration
(1)
curriculum learning
(1)
neural network optimization
(1)
importance sampling
(1)
neural representation
(1)
model comparison
(1)
deep neural network
(1)
discrete cosine transform
(1)
beam search
(1)
pac learnability
(1)
channel pruning
(1)
decoding algorithm
(1)
nucleus sampling
(1)
architecture optimization
(1)
jpeg artifact removal
(1)
sample-wise learnability
(1)
Papers
JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients
CVPR 2024
Consistency of a Recurrent Language Model With Respect to Incomplete Decoding
EMNLP 2020
Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks
AAAI 2020
Comparing Sample-Wise Learnability across Deep Neural Network Models
AAAI 2019