Marco A. Petilli

The challenge of representation learning: Improved accuracy in deep vision models does not come with better predictions of perceptual similarity

2023 · arXiv (Cornell University)

Over the last years, advancements in deep learning models for computer vision have led to a dramatic improvement in their image classification accuracy. However, models with a higher accuracy in the task they were trained …