2 papers
cs.CV2025
MetaChest: Generalized few-shot learning of pathologies from chest X-rays
Berenice Montalvo-Lezama, Gibran Fuentes-Pineda
The limited availability of annotated data presents a major challenge for applying deep learning methods to medical image analysis. Few-shot learning methods aim to recognize new c…
cs.CV2025
Efficient generative adversarial networks using linear additive-attention Transformers
Emilio Morales-Juarez, Gibran Fuentes-Pineda
Although the capacity of deep generative models for image generation, such as Diffusion Models (DMs) and Generative Adversarial Networks (GANs), has dramatically improved in recent…