4 papers
Contrastive and Adaptive Multi-modal Masked Autoencoder for Spatial Transcriptomics
Joohyeok Kim, Taejin Jeong, Jinyeong Kim +1
The high cost of spatial transcriptomics (ST) has driven extensive studies into predicting gene expression directly from H&E histology images. However, this prediction task faces a…
FEAST: Fully Connected Expressive Attention for Spatial Transcriptomics
Taejin Jeong, Joohyeok Kim, Jinyeong Kim +2
Spatial Transcriptomics (ST) provides spatially-resolved gene expression, offering crucial insights into tissue architecture and complex diseases. However, its prohibitive cost lim…
Rethinking Glaucoma Calibration: Voting-Based Binocular and Metadata Integration
Taejin Jeong, Joohyeok Kim, Jaehoon Joo +1
Glaucoma is a major cause of irreversible blindness, with significant diagnostic subjectivity. This inherent uncertainty, combined with the overconfidence of models optimized solel…
DragText: Rethinking Text Embedding in Point-based Image Editing
Gayoon Choi, Taejin Jeong, Sujung Hong +1
Point-based image editing enables accurate and flexible control through content dragging. However, the role of text embedding during the editing process has not been thoroughly inv…