A survey describing the design patterns behind six landmark computer vision papers and framing them as three phases: backbones, generative modeling, and self-supervised learning.
An empirical study of training self-supervised vision transformers
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Foundations and Models in Modern Computer Vision: Key Building Blocks in Landmark Architectures
A survey describing the design patterns behind six landmark computer vision papers and framing them as three phases: backbones, generative modeling, and self-supervised learning.