JoonHo Jang, Robust Feature Alignment for Mitigating Negative Transfer in Domain Adaptation, PhD Dissertation, Department of Industrial and Systems Engineering, KAIST, 2024

Youngjae Cho, Enhancing Flexibility and Adaptability of Bayesian Prompt Learning in Vision-Language Pretrained Model, Master's Thesis, Department of Industrial and Systems Engineering, KAIST, 2024

Dongjun Kim, A Study on the Score-based Diffusion Model for Improved Training, Flexible Inference, and Efficient Sampling, PhD Dissertation, Department of Industrial and Systems Engineering, KAIST, 2023

Yoon-Yeong Kim, Research on Improving Generalization of Deep Active Learning by Perturbing Input Space, PhD Dissertation, Department of Industrial and Systems Engineering, KAIST, 2023

Suhyeon Jo, Hierarchical Multi-Label Classification from Partial Labels without Known Hierarchy, Master's Thesis, Department of Industrial and Systems Engineering, KAIST, 2023

YeoDong Youn, Probabilistic Representation Learning for Improved Cross-modal Retrieval Using Density-wise Similarity, Master's Thesis, Department of Industrial and Systems Engineering, KAIST, 2023

Sung-Eun Kim, Receptive Field Depth Selection in Graph Neural Network for Node Classification Task, Master's Thesis, Department of Industrial and Systems Engineering, KAIST, 2023

Tae-Sub Yun, A Study on the Impact of Financial Quantitative Easing on Economic Inequality: Using Agent-Based Simulations, PhD Dissertation, Department of Industrial and Systems Engineering, KAIST, 2022

Jeahoon Lee, Similarity Search on Wafer Bin Map through Nonparametric and Hierarchical Clustering, Master's Thesis, Department of Industrial and Systems Engineering, KAIST, 2022

Yongjin Shin, Localized Binary Cross-Entropy for Federated Learning, Master's Thesis, Department of Industrial and Systems Engineering, KAIST, 2021

Byeonghu Na, Deep Generative Positive-Unlabeled Learning under Selection Bias, Master's Thesis, Department of Industrial and Systems Engineering, KAIST, 2021

Junseok Lee, Decentralized Task Assignment Methodology with Spatial Constraint, Master's Thesis, Department of Industrial and Systems Engineering, KAIST, 2015

Jang Won Bae, Agent-Based Efficient Modeling and Simulation with Formalism, PhD Dissertation, Department of Industrial and Systems Engineering, KAIST, 2015

Mingi Ji, Feature Based Knowledge Distillation for Image Recognition, PhD Dissertation, Department of Industrial and Systems Engineering, KAIST, 2022

DongHyeok Shin, Dataset Distillation via Loss Approximation for Continual Learning, Master's Thesis, Department of Industrial and Systems Engineering, KAIST, 2022