Publications

Contrastive and Adaptive Multi-modal Masked Autoencoder for Spatial Transcriptomics

Joohyeok Kim, Taejin Jeong, Jinyeong Kim, Seong Jae Hwang

29th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2026)

arXiv arXiv   Code  

FEAST: Fully Connected Expressive Attention for Spatial Transcriptomics

Taejin Jeong*, Joohyeok Kim*, Jinyeong Kim, Chanyoung Kim, Seong Jae Hwang

The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026)

arXiv arXiv   Code  

Rethinking Glaucoma Calibration: Voting-Based Binocular and Metadata Integration

Taejin Jeong, Joohyeok Kim, Jaehoon Joo, Seong Jae Hwang

2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI 2026 Oral)

arXiv arXiv   Code  

Interpreting vision transformers via residual replacement model

Jinyeong Kim, Junhyeok Kim, Yumin Shim, Joohyeok Kim, Sunyoung Jung, Seong Jae Hwang

39th Conference on Neural Information Processing Systems (NeurIPS 2025)

arXiv arXiv   Code  

EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment Anything

Joonhyeon Song, Seohwan Yun, Seongho Yoon, Joohyeok Kim, Sangmin Lee
arXiv arXiv   Code  

CAD: Memory Efficient Convolutional Adapter for Segment Anything

Joohyeok Kim, Joonhyeon Song, Seohwan Yun, Seongho Yoon, Sangmin Lee
arXiv arXiv   Code