Kyungeun Kim

20 papers Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Every Error has Its Magnitude: Asymmetric Mistake Severity Training for Multiclass Multiple Instance Learning.
CoRR
Sungrae Hong, Jiwon Jeong, Jisu Shin, Donghee Han, Sol Lee, Kyungeun Kim, Mun Yong Yi
2026 J jnl
Laser interferometry as a robust neuromorphic platform for machine learning.
CoRR
Amanuel Anteneh, Kyungeun Kim, J. M. Schwarz, Israel Klich, Olivier Pfister
2025 J jnl
DIOR-ViT: Differential ordinal learning Vision Transformer for cancer classification in pathology images.
Medical Image Anal.
Ju Cheon Lee, Keunho Byeon, Boram Song, Kyungeun Kim, Jin Tae Kwak
2025 J jnl
Priority-Aware Clinical Pathology Hierarchy Training for Multiple Instance Learning.
CoRR
Sungrae Hong, Kyungeun Kim, Juhyeon Kim, Sol Lee, Jisu Shin, Chanjae Song, Mun Yong Yi
2025 J jnl
Spatially-Constrained and -Unconstrained Bi-Graph Interaction Network for Multi-Organ Pathology Image Classification.
IEEE Trans. Medical Imaging
Doanh C. Bui, Boram Song, Kyungeun Kim, Jin Tae Kwak
2025 — conf
VLEER: Vision and Language Embeddings for Explainable Whole Slide Image Representation.
iMIMIC@MICCAI
Anh Tien Nguyen, Keunho Byeon, Kyungeun Kim, Jin Tae Kwak
2025 J jnl
VLEER: Vision and Language Embeddings for Explainable Whole Slide Image Representation.
CoRR
Anh Tien Nguyen, Keunho Byeon, Kyungeun Kim, Jin Tae Kwak
2024 J jnl
CAMP: Continuous and Adaptive Learning Model in Pathology.
CoRR
Anh Tien Nguyen, Keunho Byeon, Kyungeun Kim, Boram Song, Seoung Wan Chae, Jin Tae Kwak
2024 J jnl
DAX-Net: A dual-branch dual-task adaptive cross-weight feature fusion network for robust multi-class cancer classification in pathology images.
Comput. Methods Programs Biomed.
Doanh C. Bui, Boram Song, Kyungeun Kim, Jin Tae Kwak
2024 J jnl
DIOR-ViT: Differential Ordinal Learning Vision Transformer for Cancer Classification in Pathology Images.
CoRR
Ju Cheon Lee, Keunho Byeon, Boram Song, Kyungeun Kim, Jin Tae Kwak
2023 J jnl
CaMeL-Net: Centroid-aware metric learning for efficient multi-class cancer classification in pathology images.
Comput. Methods Programs Biomed.
Jaeung Lee, Chiwon Han, Kyungeun Kim, Giho Park, Jin Tae Kwak
2023 J jnl
Multi-cell type and multi-level graph aggregation network for cancer grading in pathology images.
Medical Image Anal.
Syed Farhan Abbas, Trinh Thi Le Vuong, Kyungeun Kim, Boram Song, Jin Tae Kwak
2022 — conf
GradMix for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets.
MICCAI (2)
Tan N. N. Doan, Kyungeun Kim, Boram Song, Jin Tae Kwak
2022 J jnl
GradMix for nuclei segmentation and classification in imbalanced pathology image datasets.
CoRR
Tan Nhu Nhat Doan, Kyungeun Kim, Boram Song, Jin Tae Kwak
2022 J jnl
Multi-Scale Binary Pattern Encoding Network for Cancer Classification in Pathology Images.
IEEE J. Biomed. Health Informatics
Trinh Thi Le Vuong, Boram Song, Kyungeun Kim, Yong M. Cho, Jin Tae Kwak
2022 J jnl
SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images.
IEEE J. Biomed. Health Informatics
Tan N. N. Doan, Boram Song, Trinh Thi Le Vuong, Kyungeun Kim, Jin Tae Kwak
2021 J jnl
Joint categorical and ordinal learning for cancer grading in pathology images.
Medical Image Anal.
Trinh Thi Le Vuong, Kyungeun Kim, Boram Song, Jin Tae Kwak
2021 — conf
Ranking Loss: A Ranking-Based Deep Neural Network for Colorectal Cancer Grading in Pathology Images.
MICCAI (8)
Trinh Thi Le Vuong, Kyungeun Kim, Boram Song, Jin Tae Kwak
2021 J jnl
Unsupervised Tumor Characterization via Conditional Generative Adversarial Networks.
IEEE J. Biomed. Health Informatics
Quoc Dang Vu, Kyungeun Kim, Jin Tae Kwak
2019 — conf
Scale embedding shared neural networks for multiscale histological analysis of prostate cancer.
Digital Pathology
Quy Dinh Duong, Quoc Dang Vu, Daigeun Lee, Stephen M. Hewitt, Kyungeun Kim, Jin Tae Kwak