Changkyu Choi
6 papers · 2015–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Deep Learning
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Artificial Intelligence
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Learning Types · Deep Learning
(3)
Application Areas
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
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Architectures
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Core Methods
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Learning Paradigms
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Keywords
model compression
(2)
multi-task learning
(1)
pose estimation
(1)
distributed learning
(1)
face recognition
(1)
context-aware
(1)
label shift
(1)
maximum likelihood estimation
(1)
convolutional neural network
(1)
recurrent neural network
(1)
deep neural network
(1)
entropy regularization
(1)
memory efficiency
(1)
weight quantization
(1)
identity preservation
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deep network
(1)
activation quantization
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neural network
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document question answering
(1)
pose invariant
(1)
Papers
Suppressing Non-Semantic Noise in Masked Image Modeling Representations
CVPR 2026
Addressing Label Shift in Distributed Learning via Entropy Regularization
ICLR 2025
DocVXQA: Context-Aware Visual Explanations for Document Question Answering
ICML 2025
RaScaNet: Learning Tiny Models by Raster-Scanning Images
CVPR 2021
Learning to Quantize Deep Networks by Optimizing Quantization Intervals With Task Loss
CVPR 2019
Rotating Your Face Using Multi-Task Deep Neural Network
CVPR 2015