Yeonwoo Jeong
6 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Core Methods
(4)
Optimization & Theory · Deep Learning
(3)
Application Areas
(2)
Learning Types
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Methods
(1)
Optimization
(1)
Keywords
channel pruning
(2)
neural network pruning
(2)
minimum cost flow
(2)
embedding representation
(2)
representation learning
(2)
hash code
(2)
network pruning
(1)
neural network optimization
(1)
mutual information
(1)
discrete optimization
(1)
dynamic programming
(1)
alternating minimization
(1)
quadratic programming
(1)
intrinsic motivation
(1)
binary code
(1)
disentangled representation
(1)
sparse reward
(1)
continuous latent variable
(1)
discrete latent variable
(1)
total correlation
(1)
Papers
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming
ICML 2023
Optimal channel selection with discrete QCQP
AISTATS 2022
EMI: Exploration with Mutual Information
ICML 2019
End-To-End Efficient Representation Learning via Cascading Combinatorial Optimization
CVPR 2019
Learning Discrete and Continuous Factors of Data via Alternating Disentanglement
ICML 2019
Efficient end-to-end learning for quantizable representations
ICML 2018