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cs.LG2026
Contrastive Learning for Multi Label ECG Classification with Jaccard Score Based Sigmoid Loss
Junichiro Takahashi, Masataka Sato, Satoshi Kodeta +1
Recent advances in large language models (LLMs) have enabled the development of multimodal medical AI. While models such as MedGemini achieve high accuracy on VQA tasks like USMLE…
cs.LG2025
Transcoder-based Circuit Analysis for Interpretable Single-Cell Foundation Models
Sosuke Hosokawa, Toshiharu Kawakami, Satoshi Kodera +2
Single-cell foundation models (scFMs) have demonstrated state-of-the-art performance on various tasks, such as cell-type annotation and perturbation response prediction, by learnin…