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eess.IV2026
ProtoGTX: Prototype-Aligned Graph Transformer for Explainable Whole-Slide Image Analysis
Iori Azuma, Hiroyuki Kusuhara, Tadahaya Mizuno
Deep learning has achieved strong performance in computational pathology, but explaining whole-slide image (WSI) predictions remains challenging. Existing explanation methods often…
cs.LG2026
From Syntax to Semantics: Unveiling the Emergence of Chirality in SMILES Translation Models
Zehao Li, Yasuhiro Yoshikai, Shumpei Nemoto +2
Understanding how chemical language models (CLMs) learn chemical meaning from molecular string representations, rather than only surface-level string patterns, is an important ques…