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Jan Cross-Zamirski's Projects

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

guided-i2i icon guided-i2i

Combining image-to-image and class guided denoising diffusion probabilistic models.

multi-channel-dino icon multi-channel-dino

An adaptation of Facebook's dino algorithm to 5 channels, easily adaptable to any number of channels (rather than just rgb)

ws-dino icon ws-dino

WS-DINO: a novel framework to use weak label information in a self-supervised setting to learn phenotypic representations from high-content fluorescent images of cells.

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