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Theses (Master's Degree_협동과정-인공지능전공)

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3D Reconstruction:1||3차원 유전체:1||Adaptive Bitrate:1||Artificial Intelligence:1||Chain of Thought:1||Cloud Offloading:1||CNN,scaling,resolution:1||Computer-aided drug design:1||Constrastive learning:1||Contrastive Learning:1||contrastive learning:1||Curriculum Learning:1||Deep Learning:1||Deep learning:1||deep learning:1||DNA 메틸화:1||Domain Adaptation:1||Efficient Modelling:1||ensemble:1||GCN:1||GNNs:1||GPCR:1||Graph Classification:1||hERG:1||Human Mesh Estimation:1||knowledge distillation:1||ligand-receptor interaction prediction:1||LoRA:1||LSTM:1||mass spectra:1||Mobile Deep Learning:1||model compression:1||motif:1||Multi-DNN Inference:1||Multi-Frame Input:1||Neural Network:1||pretraining:1||Reinforcement Learning:1||Reinforcement learning:1||representation learning:1||Robustness to out-of-distribution distortions:1||Self-supervised learning:1||self-supervised learning:1||Sentence embedding:1||sequential recommendation:1||Shape-based representation:1||SimCSE:1||speech representation learning:1||Synthetic Data:1||Texture bias:1

Issue Date	Title / Author(s) / Citation	File
2023	Computational Drug Combination Prediction using Biomedical Knowledge Graph : Enhancement with Drug-Drug Interaction Data and Supervised Contrastive Learning 구정현	view file link
2023	Data Augmentation, Stabilization and Negative Sample Generation Methods for Improving Sentence Embeddings of SimCSE 박진우	view file link
2023	Deep learning-based survival prediction using DNA methylation-derived 3D genomic information 양지원	view file link
2023	Hybrid Adaptive Bitrate for Video Streaming 맹재우	view file link
2023	ConcatPlexer : Additional Dim1 Batching for Faster ViTs 한동훈	view file link
2023	Energy-based Contrastive Learning and Ensembling Models for Sequential Recommendation 류정현	view file link
2023	Mass Spectra Prediction through Structural Motif-based Graph Neural Networks 박지원	view file link
2023	Accurate Graph Classification via Two-Staged Contrastive Curriculum Learning 심수연	view file link
2023	Modeling Changing Stock Relations using Web Search Volume for Stock Price Movement Prediction 박재민	view file link
2023	Shape-Emphasizing Augmentation for Improving Robustness of Self-Supervised Learning 이상준	view file link
2023	Splash: Thermal-aware Mobile-Cloud Collaborative Inference 정창진	view file link
2023	Resolution based Incremental Scaling Methodology for CNNs 임정섭	view file link
2023	Deep Learning for the Prediction of Protein-Ligand Interactions: Applications to hERG and GPCRs 이수민	view file link
2023	Conformer-based Knowledge Distillation Speech Representation Learning Model 안진형	view file link
2023	Exploiting Synthetic Data for Human Shape Estimation on Multi-Frame Inputs 정윤기	view file link
2023	State Representation for Efficient Task Adaptation in Reinforcement Learning 양은석	view file link
2023	생성형 거대 언어 모델을 이용한 문서 수준 관계 추출 과제 해결 박희강	view file link