Byungju Kim
5 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Architectures
(3)
Learning Types · Machine Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Analysis
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
mathematical reasoning
(2)
large language model
(2)
feature extraction
(1)
attention mechanism
(1)
question answering
(1)
chain-of-thought reasoning
(1)
feature embedding
(1)
monocular depth estimation
(1)
adversarial training
(1)
class imbalance
(1)
mutual information
(1)
sequential learning
(1)
image processing
(1)
convolutional neural network
(1)
deep neural network
(1)
imbalanced learning
(1)
bias removal
(1)
minority class
(1)
softmax classifier
(1)
problem solving
(1)
Papers
Data Driven Approach for Mathematical Problem Solving
COLING 2024
SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models
EMNLP 2024
De-Biasing Neural Networks With Estimated Offset for Class Imbalanced Learning
WACV 2021
Patch-Wise Attention Network for Monocular Depth Estimation
AAAI 2021
Learning Not to Learn: Training Deep Neural Networks With Biased Data
CVPR 2019