Showing 3 open source projects for "reference"

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    DeepCluster

    DeepCluster

    Deep Clustering for Unsupervised Learning of Visual Features

    DeepCluster is a classic self-supervised clustering-based representation learning algorithm that iteratively groups image features and uses the cluster assignments as pseudo-labels to train the network. In each round, features produced by the network are clustered (e.g. k-means), and the cluster IDs become supervision targets in the next epoch, encouraging the model to refine its representation to better separate semantic groups. This alternating “cluster & train” scheme helps the model...
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  • 2
    WinSGL is a genlocking software for synchronizing the video output of multiple graphics boards in a Windows 2000/XP-based PC cluster. Additional low-cost hardware is required for generation and distribution of a reference clock signal.
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  • 3
    The project Mandala helps the development of concurrent and/or distributed applications. It is based on the asynchronous reference concept which provide asynchronous and potentially remote method invocation.
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