Author

Tianyou Jiang

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Jul 2026

TCLA: Training-Free Class-wise Logit Adaptation for Medical Vision-Language Models

TCLA corrects inference logits based on a small set of support samples, boosting pretrained VLMs performance by improving inter-class deconfusion and reducing domain shift, and consistently improves OOD performance of Medical VLMs and outperforms existing training-based adaptation methods.

Tianyou Jiang, Ziyu Zhou · arXiv.org · 0 citations