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Showing results 1 to 13 of 13

Conference
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation
  • Kim, Soopil ; 
  • An, Sion ; 
  • Chikontwe, Philip ; 
  • Park, Sang Hyun
  • 2021-02-02
  • Kim, Soopil. (2021-02-02). Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation. AAAI Conference on Artificial Intelligence, 1808–1816.
  • Association for the Advancement of Artificial Intelligence(AAAI)
  • View : 225
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Article
Dual Attention Relation Network With Fine-Tuning for Few-Shot EEG Motor Imagery Classification
  • An, Sion ; 
  • Kim, Soopil ; 
  • Chikontwe, Philip ; 
  • Park, Sang Hyun
  • 2024-11
  • An, Sion. (2024-11). Dual Attention Relation Network With Fine-Tuning for Few-Shot EEG Motor Imagery Classification. IEEE Transactions on Neural Networks and Learning Systems, 35(11), 15479–15493. doi: 10.1109/TNNLS.2023.3287181
  • Institute of Electrical and Electronics Engineers
  • View : 635
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Conference
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection
  • Kim, Soopil ; 
  • An, Sion ; 
  • Chikontwe, Philip ; 
  • Kang, Myeongkyun ; 
  • Adeli, Ehsan ; 
  • Pohl, Kilian M. ; 
  • Park, Sang Hyun
  • 2024-02-24
  • Kim, Soopil. (2024-02-24). Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection. AAAI Conference on Artificial Intelligence, 8591–8599. doi: 10.1609/aaai.v38i8.28703
  • Association for the Advancement of Artificial Intelligence
  • View : 358
  • Download : 0
Article
Few-shot anomaly detection using positive unlabeled learning with cycle consistency and co-occurrence features
  • An, Sion ; 
  • Kim, Jaehong ; 
  • Kim, Soopil ; 
  • Chikontwe, Philip ; 
  • Jung, Jiwook ; 
  • Jeon, Hyejeong ; 
  • Park, Sang Hyun
  • 2024-12
  • An, Sion. (2024-12). Few-shot anomaly detection using positive unlabeled learning with cycle consistency and co-occurrence features. Expert Systems with Applications, 256. doi: 10.1016/j.eswa.2024.124890
  • Elsevier
  • View : 486
  • Download : 0
Conference
Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification
  • An, Sion ; 
  • Kim, Soopil ; 
  • Chikontwe, Philip ; 
  • Park, Sang Hyun
  • 2020-10-28
  • An, Sion. (2020-10-28). Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification. IEEE/RSJ International Conference on Intelligent Robots and Systems, 10933–10938. doi: 10.1109/IROS45743.2020.9340933
  • IEEE Robotics and Automation Society
  • View : 357
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Conference
Logical Anomaly Detection with Text-based Logic via Component-Aware Contrastive Language-Image Training
  • 2025-08-07
  • ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp.1274 - 1285
  • Association for Computing Machinery
  • View : 247
  • Download : 0
Conference
Low-Dose CT Denoising Using Octave Convolution with High and Low Frequency Bands
  • Won, Dongkyu ; 
  • An, Sion ; 
  • Park, Sang Hyun ; 
  • Ye, Dong Hye
  • 2020-10-08
  • Won, Dongkyu. (2020-10-08). Low-Dose CT Denoising Using Octave Convolution with High and Low Frequency Bands. 3rd International Workshop on Predictive Intelligence in Medicine (PRIME MICCAI), 68–78. doi: 10.1007/978-3-030-59354-4_7
  • PRIME-MICCAI 2020 Workshop Organizers
  • View : 615
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Conference
Low-Dose CT Denoising Using Pseudo-CT Image Pairs
  • Won, Dongkyu ; 
  • Jung, Euijin ; 
  • An, Sion ; 
  • Chikontwe, Philip ; 
  • Park, Sang Hyun
  • 2021-10-01
  • Won, Dongkyu. (2021-10-01). Low-Dose CT Denoising Using Pseudo-CT Image Pairs. 4th International Workshop on Predictive Intelligence in Medicine (PRIME MICCAI), 1–10. doi: 10.1007/978-3-030-87602-9_1
  • PRIME-MICCAI 2021 Workshop Organizers
  • View : 312
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Article
Study on Intention Recognition and Sensory Feedback: Control of Robotic Prosthetic Hand through EMG Classification and Proprioceptive Feedback using Rule-based Haptic Device
  • Cha, Hyeongdo ; 
  • An, Sion ; 
  • Choi, Seoyoung ; 
  • Yang, Seungun ; 
  • Park, Sang Hyun ; 
  • Park, Sukho
  • 2022-07
  • Cha, Hyeongdo. (2022-07). Study on Intention Recognition and Sensory Feedback: Control of Robotic Prosthetic Hand through EMG Classification and Proprioceptive Feedback using Rule-based Haptic Device. IEEE Transactions on Haptics, 15(3), 560–571. doi: 10.1109/TOH.2022.3177714
  • Institute of Electrical and Electronics Engineers
  • View : 375
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Article
Subject-adaptive meta-learning for personalized BCI: A fusion of resting-state EEG signal and task-specific information
  • An, Sion ; 
  • Kang, Myeongkyun ; 
  • Kim, Soopil ; 
  • Chikontwe, Philip ; 
  • Shen, Li ; 
  • Park, Sang Hyun
  • 2026-01
  • Information Fusion, v.125
  • Elsevier
  • View : 3278
  • Download : 0
Conference
Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification
  • An, Sion ; 
  • Kang, Myeongkyun ; 
  • Kim, Soopil ; 
  • Chikontwe, Philip ; 
  • Shen, Li ; 
  • Park, Sang Hyun
  • 2024-10-07
  • An, Sion. (2024-10-07). Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification. International Conference on Medical Image Computing and Computer Assisted Interventions, 678–688. doi: 10.1007/978-3-031-72120-5_63
  • Medical Image Computing and Computer Assisted Intervention Society
  • View : 299
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Article
Uncertainty-aware semi-supervised few shot segmentation
  • Kim, Soopil ; 
  • Chikontwe, Philip ; 
  • An, Sion ; 
  • Park, Sang Hyun
  • 2023-05
  • Kim, Soopil. (2023-05). Uncertainty-aware semi-supervised few shot segmentation. Pattern Recognition, 137. doi: 10.1016/j.patcog.2022.109292
  • Elsevier Ltd
  • View : 373
  • Download : 0
Article
Video domain adaptation for semantic segmentation using perceptual consistency matching
  • Ullah, Ihsan ; 
  • An, Sion ; 
  • Kang, Myeongkyun ; 
  • Chikontwe, Philip ; 
  • Lee, HyunKi ; 
  • Choi, Jinwoo ; 
  • Park, Sang Hyun
  • 2024-11
  • Ullah, Ihsan. (2024-11). Video domain adaptation for semantic segmentation using perceptual consistency matching. Neural Networks, 179. doi: 10.1016/j.neunet.2024.106505
  • Elsevier
  • View : 448
  • Download : 0
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