2 papers
eess.IV2024
Complex Style Image Transformations for Domain Generalization in Medical Images
Nikolaos Spanos, Anastasios Arsenos, Paraskevi-Antonia Theofilou +3
The absence of well-structured large datasets in medical computer vision results in decreased performance of automated systems and, especially, of deep learning models. Domain gene…
cs.CV2023
Mitigating Exposure Bias in Discriminator Guided Diffusion Models
Eleftherios Tsonis, Paraskevi Tzouveli, Athanasios Voulodimos
Diffusion Models have demonstrated remarkable performance in image generation. However, their demanding computational requirements for training have prompted ongoing efforts to enh…