changwook jeong
4 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(15)
Venues
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Research topics
Deep Learning
(4)
Machine Learning
(4)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
neural network
(2)
representation learning
(2)
neural network pruning
(1)
manifold learning
(1)
knowledge transfer
(1)
knowledge distillation
(1)
model pruning
(1)
riemannian geometry
(1)
neural ordinary differential equation
(1)
variational autoencoder
(1)
teacher-student learning
(1)
symmetry breaking
(1)
inductive transfer learning
(1)
quotient space
(1)
isometric learning
(1)
weight allocation
(1)
topological invariant
(1)
bifurcation
(1)
poincaré index
(1)
model compression
(1)
Papers
Context-Informed Neural ODEs Unexpectedly Identify Broken Symmetries: Insights from the Poincaré–Hopf Theorem
ICML 2025
Isometric Quotient Variational Auto-Encoders for Structure-Preserving Representation Learning
NeurIPS 2023
PAC-Net: A Model Pruning Approach to Inductive Transfer Learning
ICML 2022
Learning Student-Friendly Teacher Networks for Knowledge Distillation
NeurIPS 2021