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Theses (Master's Degree_데이터사이언스학과)

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Exploration:3||Augmentation:2||BERT:2||clinical note:2||Transformer:2||3D:1||Action Repeat:1||agglutinative language:1||attention score:1||BayesianDeepLearning:1||Camera Pose:1||Causal NLP:1||Causal Representation Learning:1||Causality:1||Clothes fitting:1||cold-start recommendation:1||Computer vision:1||conditional random field:1||content-based recommendation:1||ContextualBandit:1||correlation:1||Crowd counting:1||CXR, deep learning, CNN, classification, quality control, boosting:1||de-identification:1||Deep Reinforcement Learning:1||Deep RL:1||DeepLearning:1||Diffusion Model:1||Domain  Knowledge:1||Domain Generalization:1||Duplication:1||dynamic time warping:1||E-commerce:1||Edge AI:1||ELECTRA:1||EquipmentCombination:1||exploratory data analysis:1||Fashion:1||Federated Learning:1||federated learning, semi-supervised learning, prototypical network, pseudo-labeling:1||Few shot learning:1||frontier-follower learning:1||Gene-based association test:1||GPT2:1||Graph  Neural  Network:1||Human Pose:1||Image synthesis:1||KoBERT:1||Language Modeling:1||LSTM:1

Issue Date	Title / Author(s) / Citation	File
2023	Content Representation Learning for Cold-start Video Recommendations 김주은	view file link
2023	A Time-Machine Learning Framework: Learning from others 장창섭	view file link
2023	Detecting Causality by Data Augmentation via Part-of-Speech tagging : De Novo Augmentation approach in NLP 김주현	view file link
2023	Analysis of Tokenizers for Various Korean NLP Tasks 이소람	view file link
2023	Time and Entity Adaptation on Panel Data Forecasting Via Meta Learning 황예진	view file link
2023	When to Watch: Efficient On-demand Violence Detection for Surveillance Camera 서아름	view file link
2023	조망권이 아파트 가격에 미치는 영향 연구 : 서울 한강변 아파트를 중심으로 강제원	view file link
2023	Leveraging Temporal Information for Classification of Lung Cancer's Brain Metastases from Clinical Notes 안지용	view file link
2023	Meta-Analysis of the Association Between Rare Genetic Variants and Imbalanced Binary Phenotypes 박은재	view file link
2023	Mosaic Image Augmentation for Referring Image Segmentation 하성수	view file link
2023	Distillation-based Single Source Domain Generalization via Mutual Information Regularization 조동규	view file link
2023	Efficient Exploration for Online Advertising Auctions 박수연	view file link
2023	Interactive Visual Exploration System for Multiple Time Series Correlations 전예지	view file link
2023	PoseDiff: Pose-conditioned Diffusion Model for Unbounded Scene Synthesis from Sparse Inputs 이서영	view file link
2023	Efficient Exploration in Reinforcement Learning for Online Slate Recommender System 박승준	view file link
2023	Learning Temporally-Extended Actions with Uncertainty-Aware Q-learning 이중규	view file link
2023	Learning to Wear:Details-Preserved Virtual Try-on via Disentangling Clothes and Wearer Sangho Lee	view file link
2023	Effects of Duplicated Data in Language Modeling : Effects of Data Duplication in Pretraining 강다연	view file link
2023	Efficient Methods for Integer only Quantization Cho Gyeongje	view file link
2023	FedSup: Teacher-Student Architecture for Federated Learning with Unlabeled Clients 길광연	view file link

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