| 2024 | AAAI | Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection. | Soopil Kim, Sion An, Philip Chikontwe, Myeongkyun Kang, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park |
| 2024 | MICCAI | Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification. | Sion An, Myeongkyun Kang, Soopil Kim, Philip Chikontwe, Li Shen, Sang Hyun Park |
| 2024 | MICCAI | Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification. | Philip Chikontwe, Myeongkyun Kang, Miguel Luna, Siwoo Nam, Sanghyun Park |
| 2024 | MICCAI | InstaSAM: Instance-Aware Segment Any Nuclei Model with Point Annotations. | Siwoo Nam, Hyun Namgung, Jaehoon Jeong, Miguel Luna, Soopil Kim, Philip Chikontwe, Sanghyun Park |
| 2023 | MICCAI | One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation. | Myeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli-Mosabbeb, Kilian M. Pohl, Sanghyun Park |
| 2023 | MICCAI | PROnet: Point Refinement Using Shape-Guided Offset Map for Nuclei Instance Segmentation. | Siwoo Nam, Jaehoon Jeong, Miguel Luna, Philip Chikontwe, Sanghyun Park |
| 2022 | CVPR | CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification. | Philip Chikontwe, Soopil Kim, Sang Hyun Park |
| 2022 | MICCAI | Feature Re-calibration Based Multiple Instance Learning for Whole Slide Image Classification. | Philip Chikontwe, Soo Jeong Nam, Heounjeong Go, Meejeong Kim, Hyun Jung Sung, Sanghyun Park |
| 2022 | MICCAI | Weakly-Supervised TILs Segmentation Based on Point Annotations Using Transfer Learning with Point Detector and Projected-Boundary Regressor. | Siwoo Nam, Myeongkyun Kang, Dong Kyu Won, Philip Chikontwe, Byeong-Joo Noh, Heounjeong Go, Sanghyun Park |
| 2021 | AAAI | Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation. | Soopil Kim, Sion An, Philip Chikontwe, Sang Hyun Park |
| 2021 | MICCAI | Mixing-AdaSIN: Constructing a De-biased Dataset Using Adaptive Structural Instance Normalization and Texture Mixing. | Myeongkyun Kang, Philip Chikontwe, Miguel Luna, Kyung Soo Hong, June Hong Ahn, Sang Hyun Park |
| 2021 | MICCAI | Low-Dose CT Denoising Using Pseudo-CT Image Pairs. | Dong Kyu Won, Euijin Jung, Sion An, Philip Chikontwe, Sang Hyun Park |
| 2020 | IROS | Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification. | Sion An, Soopil Kim, Philip Chikontwe, Sang Hyun Park |
| 2020 | MICCAI | Multiple Instance Learning with Center Embeddings for Histopathology Classification. | Philip Chikontwe, Meejeong Kim, Soo Jeong Nam, Heounjeong Go, Sang Hyun Park |
| 2019 | MICCAI | Catheter Synthesis in X-Ray Fluoroscopy with Generative Adversarial Networks. | Ihsan Ullah, Philip Chikontwe, Sang Hyun Park |