2 papers
cs.CV2026
PathSelect: Sequential Token Selection for Whole Slide Pathology
Jingzhi Chen, Landi He, Zehong Chen +2
Gigapixel Whole-Slide Images (WSIs) present a fundamental computational bottleneck for vision-language models (VLMs) due to extreme sequence lengths. Existing approaches predominan…
cs.CV2026
Multimodal Model for Computational Pathology:Representation Learning and Image Compression
Peihang Wu, Zehong Chen, Lijian Xu
Whole slide imaging (WSI) has transformed digital pathology by enabling computational analysis of gigapixel histopathology images. Recent foundation model advances have accelerated…