When Do Domain-Specific Foundation Models Justify Their Cost? A Systematic Evaluation Across Retinal Imaging Tasks

Documenti analoghi

• Exploring the Effectiveness of Deep Features from Domain-Specific Foundation Models in Retinal Image Synthesis
  di: Skorniewska, Zuzanna, et al.
  Pubblicazione: (2025)
• Context-Aware Vision Language Foundation Models for Ocular Disease Screening in Retinal Images
  di: Berger, Lucie, et al.
  Pubblicazione: (2025)
• Domain Adaptation for Camera-Specific Image Characteristics using Shallow Discriminators
  di: Gruber, Maximiliane, et al.
  Pubblicazione: (2025)
• General and Domain-Specific Zero-shot Detection of Generated Images via Conditional Likelihood
  di: Betser, Roy, et al.
  Pubblicazione: (2025)
• Frame-Level Real-Time Assessment of Stroke Rehabilitation Exercises from Video-Level Labeled Data: Task-Specific vs. Foundation Models
  di: Mesquita, Gonçalo, et al.
  Pubblicazione: (2025)