2 papers
cs.CV2026
MiCo: Multiple Instance Learning with Context-Aware Clustering for Whole Slide Image Analysis
Junjian Li, Jin Liu, Hulin Kuang +3
Multiple instance learning (MIL) has shown significant promise in histopathology whole slide image (WSI) analysis for cancer diagnosis and prognosis. However, the inherent spatial…
cs.LG2025
Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning
Haojie Zhang, Yixiong Liang, Hulin Kuang +5
Multimodal Biomedical Image Incremental Learning (MBIIL) is essential for handling diverse tasks and modalities in the biomedical domain, as training separate models for each modal…