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within Arunava Chakravarty Remove this filter Computer Imaging, Vision, Pattern Recognition and Graphics Remove this filter

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    Chapter and Conference Paper

    TINC: Temporally Informed Non-contrastive Learning for Disease Progression Modeling in Retinal OCT Volumes

    Recent contrastive learning methods achieved state-of-the-art in low label regimes. However, the training requires large batch sizes and heavy augmentations to create multiple views of an image. With non-contr...

    Taha Emre, Arunava Chakravarty… in Medical Image Computing and Computer Assis… (2022)