SOVIT: A MORE EFFICIENT VISION TRANSFORMER

Summary from the TLDR AI newsletter

This research presents SoViT, a vision transformer that has been optimized for size and shape using advanced scaling methods, resulting in performance competitive with much larger models, but with less computation. Through tests across various tasks like image classification, captioning, visual question answering, and zero-shot transfer, SoViT demonstrates its effectiveness, indicating a new direction for optimizing, rather than simply scaling up vision models.