Navigating Distribution Shifts in Medical Image Analysis: A Survey

Z Su, J Guo, X Yang, Q Wang, F Coenen… - arXiv preprint arXiv …, 2024 - arxiv.org
Medical Image Analysis (MedIA) has become indispensable in modern healthcare,
enhancing clinical diagnostics and personalized treatment. Despite the remarkable …

Towards Generative Class Prompt Learning for Fine-grained Visual Recognition

S Chattopadhyay, S Biswas, E Vivoli… - arXiv preprint arXiv …, 2024 - arxiv.org
Although foundational vision-language models (VLMs) have proven to be very successful for
various semantic discrimination tasks, they still struggle to perform faithfully for fine-grained …