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Journal
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2025 |
Malware detection using pre-trained transformer encoder with byte sequences
김은진 PLoS ONE, v.20, no.10, pp.1-16 |
0 |
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Conference
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2025 |
Automated Theatrical Lighting Design through Parameter-Efficient Fine-Tuning with LoRA-Adapted LLMs
Seo Sang Woo International Conference on Consumer Electronics (ICCE) 2025 : Asia, pp.739-743 |
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Conference
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2025 |
CARE-VL: A Domain-Specialized Vision-Language Model for Early ASD Screening
Yoo Cheolhwan International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI) 2025 (LNCS 15964), pp.57-66 |
0 |
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2025 |
Task-Adaptive Open-Set Detection with Prompt-Tuned Adaptors
Kimin Yun International Conference on Advanced Video and Signal-based Surveillance (AVSS) 2025, pp.1-6 |
0 |
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2025 |
Enhancing Dimensional Image Emotion Detection With a Low-Resource Dataset via Two-Stage Training
Lee Sangeun IEEE Transactions on Cognitive and Developmental Systems, v.17, no.3, pp.455-464 |
1 |
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Journal
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2025 |
Legal text classification in Korean sexual offense cases: from traditional machine learning to large language models with XAI insights
Lee Jeongmin Artificial Intelligence and Law, v.권호미정, pp.1-22 |
0 |
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2025 |
Evaluation of LLM-Based VQA Models for Enhancing Battlefield Situation Awareness
Choulsoo Jang International Conference on Big Data and Smart Computing (BigComp) 2025, pp.421-423 |
0 |
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Conference
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2024 |
Efficient Fine-Tuning of Behavior Cloned Policies with Reinforcement Learning from Limited Demonstrations
Samyeul Noh Conference on Neural Information Processing Systems (NeurIPS) 2024 : Workshop, pp.1-7 |
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Journal
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2024 |
A Novel Approach for Application Classification with Encrypted Traffic using BERT and Packet Headers
Yu Jae Hak Computer Networks, v.254, pp.1-12 |
2 |
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Conference
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2024 |
Online Fine-Tuning with Uncertainty Quantification for Offline Pre-Trained Agents
Ingook Jang Conference on Neural Information Processing Systems (NeurIPS) 2024 : Workshop, pp.1-7 |
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Conference
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2024 |
Advancing Diabetic Foot Ulcer Diagnosis with Self-Supervised Feature Learning
Park Ji Won International Conference on Bioinformatics and Biomedicine (BIBM) 2024, pp.7105-7107 |
0 |
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Conference
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2024 |
32-channel tunable and 106Gb/s EAM-integrated DBR-LD for 6G mobile front-haul networks
Chul-Wook Lee International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1453-1455 |
0 |
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Journal
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2024 |
Hierarchical QAM and Inter-Layer FEC for Multi-View Video Plus Depth Format in Two-Way Relay Channels
유동호 APPLIED SCIENCES-BASEL, v.14, no.19, pp.1-17 |
0 |
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Journal
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2024 |
Edge Convolution Graph Neural Network Assisted Power Allocation for Wireless IoT Networks
Kim/Jihung IEEE Access, v.12, pp.129928-129939 |
2 |
원문
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Conference
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2024 |
DiT-Pruner: Pruning Diffusion Transformer Models for Text-to-Image Synthesis Using Human Preference Scores
Youngwan Lee European Conference on Computer Vision (ECCV) 2024, pp.1-9 |
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Conference
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2024 |
LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs
김태호 International Joint Conference on Artificial Intelligence (IJCAI) 2024, pp.6324-6332 |
2 |
원문
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Conference
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2024 |
Fine-tuning Open-Set Detectors through Self-Supervised Learning and Data Selection Strategies: A Case Study in Banner Detection
조재호 한국컴퓨터 종합 학술대회 2024, pp.378-280 |
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Journal
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2024 |
Efficient Deep Reinforcement Learning under Task Variations via Knowledge Transfer for Drone Control
장수영 ICT EXPRESS, v.10, no.3, pp.576-582 |
3 |
원문
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Conference
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2024 |
PC-LoRA: Low-Rank Adaptation for Progressive Model Compression with Knowledge Distillation
Youngwan Lee Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2024, pp.1-8 |
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Conference
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2024 |
PC-LoRA: Low-Rank Adaptation for Progressive Model Compression with Knowledge Distillation
황인준 Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2024, pp.1-8 |
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Conference
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2024 |
PC-LoRA: Low-Rank Adaptation for Progressive Model Compression with Knowledge Distillation
박혜원 Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2024, pp.1-8 |
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Journal
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2024 |
Pruning With Scaled Policy Constraints for Light-Weight Reinforcement Learning
박성민 IEEE Access, v.12, pp.36055-36065 |
2 |
원문
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Journal
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2024 |
Pruning With Scaled Policy Constraints for Light-Weight Reinforcement Learning
김형민 IEEE Access, v.12, pp.36055-36065 |
2 |
원문
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Journal
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2024 |
KMSAV: Korean multi‐speaker spontaneous audiovisual dataset
Kiyoung Park ETRI Journal, v.46, no.1, pp.71-81 |
2 |
원문
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Journal
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2024 |
Advancing Face Parsing in Real-World: Synergizing Self-Attention and Self-Distillation
Seungeun Han IEEE Access, v.12, pp.29812-29823 |
4 |
원문
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Conference
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2023 |
Recurrent Traffic Demand Generation using Urban Traffic Simulation with Cell-based Behavior Model and Real Traffic Data
Hyewon Song International Conference on Big Data (Big Data) 2023, pp.6286-6288 |
2 |
원문
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Conference
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2023 |
Into the Portraits: Face Swapping System for Art Gallery Visitors
Lee Juwon International Symposium on Mixed and Augmented Reality (ISMAR) 2023, pp.718-721 |
1 |
원문
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Journal
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2023 |
대형 사전훈련 모델의 파인튜닝을 통한강건한 한국어 음성인식 모델 구축
Oh Changhan 말소리와 음성과학, v.15, no.3, pp.75-82 |
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Conference
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2023 |
Generating Cartoon Scene Images with Latent Diffusion Models
Lee Sangeun International Conference on Multimedia Information Technology and Applications (MITA) 2023, pp.11-14 |
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Conference
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2023 |
End-to-End Neural Audio Coding in the MDCT Domain
임형섭 International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023, pp.1-5 |
4 |
원문
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Conference
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2023 |
Hard-negative Sampling with Cascaded Fine-Tuning Network to Boost Flare Removal Performance in the Nighttime Images
Song Soonyong Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2023, pp.2842-2851 |
12 |
원문
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Journal
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2023 |
Physics-Guided Deep Scatter Estimation by Weak Supervision for Quantitative SPECT
IEEE Transactions on Medical Imaging, v.권호미정, pp.1-13 |
1 |
원문
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Conference
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2022 |
Uncertainty-Driven Pessimistic Q-Ensemble for Offline-to-Online Reinforcement Learning
Ingook Jang Conference on Neural Information Processing Systems (NeurIPS) 2022 : Workshop, pp.1-5 |
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Journal
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2022 |
Biomedical Text NER Tagging Tool with Web Interface for Generating BERT-Based Fine-Tuning Dataset
박연지 Applied Sciences, v.12, no.23, pp.1-13 |
3 |
원문
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Conference
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2022 |
An empirical study on semi-supervised transfer learning schemes for out-of-domain application of wav2vec 2.0
Yoonhyung Kim International Congress on Acoustics (ICA) 2022, pp.1-6 |
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Journal
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2022 |
Imbalanced Classification via Feature Dictionary-based Minority Oversampling
Park Minho IEEE Access, v.10, pp.34236-34245 |
7 |
원문
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Conference
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2021 |
UNIQ-SALT: Urban Mesoscopic Traffic Simulation for City Road Network
Hyewon Song International Conference on Internet (ICONI) 2021, pp.231-232 |
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Conference
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2021 |
Reusing Agent's Representations for Adaptation to Tuned-environment in Fighting Game
Daewook Kim International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1120-1124 |
2 |
원문
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Conference
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2021 |
The Importance of ImageNet-Pretrained Network on Pedestrian-View Intersection Classification
Marcella Astrid 대한전자공학회 학술 대회 (하계) 2021, pp.1565-1568 |
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Journal
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2021 |
16-channel Tunable and 25-Gb/s EAM-integrated DBR-LD for WDM-based Mobile Front-haul Networks
Kwon Oh Kee Optics Express, v.29, no.2, pp.1805-1812 |
10 |
원문
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Conference
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2019 |
Evaluating Korean Machine Reading Comprehension Generalization Performance using Cross and Blind Dataset Assessment
Lim Joon-Ho 한글 및 한국어 정보 처리 학술 대회 2019, pp.213-214 |
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Journal
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2018 |
Production of PDMS Microparticles by Emulsification of Two Phases and Their Potential Biological Application
Yo Han Choi International Journal of Polymeric Materials and Polymeric Biomaterials, v.67, no.11, pp.686-695 |
14 |
원문
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Journal
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2018 |
Deep Compression of Convolutional Neural Networks with Low-rank Approximation
Marcella Astrid ETRI Journal, v.40, no.4, pp.421-434 |
18 |
원문
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Conference
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2018 |
Rank Selection of CP-decomposed Convolutional Layers with Variational Bayesian Matrix Factorization
Marcella Astrid International Conference on Advanced Communications Technology (ICACT) 2018, pp.347-350 |
13 |
원문
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Conference
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2017 |
Transmitter Identification for ATSC 3.0 Single Frequency Network
Sung Ik Park International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2017, pp.1-3 |
4 |
원문
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Journal
|
2017 |
ATSC 3.0 Transmitter Identification Signals and Applications
Sung Ik Park IEEE Transactions on Broadcasting, v.63, no.1, pp.240-249 |
29 |
원문
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Conference
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2017 |
CP-decomposition with Tensor Power Method for Convolutional Neural Networks Compression
Marcella Astrid International Conference on Big Data and Smart Computing (BigComp) 2017, pp.115-118 |
75 |
원문
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Journal
|
2012 |
Automated Microwave Filter Tuning Using Curve Similarity and Weighted Least Squares
Kwak Changsoo IEEE Microwave and Wireless Components Letters, v.22, no.10, pp.539-541 |
9 |
원문
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Journal
|
2011 |
High speeds complementary integrated circuits fabricated with all‐printed polymeric semiconductors
Kang-Jun Baeg Journal of Polymer Science Part B : Polymer Physics, v.49, no.1, pp.62-67 |
103 |
원문
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Journal
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2006 |
Widely Tunable Multichannel Grating Cavity Laser
Kwon Oh Kee IEEE Photonics Technology Letters, v.18, no.16, pp.1699-1701 |
14 |
원문
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Journal
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2005 |
단일 집적 다채널 회절격자 공동 레이저
Kwon Oh Kee IEEE Photonics Technology Letters, v.17, no.9, pp.1788-1790 |
13 |
원문
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