Myeongkyun Kang

Orcid: 0000-0002-9165-870X

According to our database1, Myeongkyun Kang authored at least 14 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
FedNN: Federated learning on concept drift data using weight and adaptive group normalizations.
Pattern Recognit., 2024

Video domain adaptation for semantic segmentation using perceptual consistency matching.
Neural Networks, 2024

Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets.
Medical Image Anal., 2024

Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Structure-preserving image translation for multi-source medical image domain adaptation.
Pattern Recognit., December, 2023

Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation.
Neural Networks, September, 2023

One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022
Machine Learning-Aided Chronic Kidney Disease Diagnosis Based on Ultrasound Imaging Integrated with Computer-Extracted Measurable Features.
J. Digit. Imaging, 2022

Weakly-Supervised TILs Segmentation Based on Point Annotations Using Transfer Learning with Point Detector and Projected-Boundary Regressor.
Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022

2021
Dual attention multiple instance learning with unsupervised complementary loss for COVID-19 screening.
Medical Image Anal., 2021

Data Generation using Texture Co-occurrence and Spatial Self-Similarity for Debiasing.
CoRR, 2021

Mixing-AdaSIN: Constructing a De-biased Dataset Using Adaptive Structural Instance Normalization and Texture Mixing.
Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021


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