572 citations · 788 across the 31 of their papers we have counts for
3 papers · 1 filter
Channel Vision Transformers: An Image Is Worth 1 x 16 x 16 Words
Yujia Bao, Srinivasan Sivanandan, Theofanis Karaletsos
Vision Transformer (ViT) has emerged as a powerful architecture in the realm of modern computer vision. However, its application in certain imaging fields, such as microscopy and s…
Contextual Vision Transformers for Robust Representation Learning
Yujia Bao, Theofanis Karaletsos
We introduce Contextual Vision Transformers (ContextViT), a method designed to generate robust image representations for datasets experiencing shifts in latent factors across vario…
Conditional Similarity Networks
Andreas Veit, Serge Belongie, Theofanis Karaletsos
What makes images similar? To measure the similarity between images, they are typically embedded in a feature-vector space, in which their distance preserve the relative dissimilar…