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I work on fundamental ML research topics ranging from generative modeling, self-supervised learning and improving attention mechanisms.

Featured work

  1. jramapuram/hal

    Rust based Cross-GPU Machine Learning

    Rust 90
  2. jramapuram/LifelongVAE

    Lifelong Variational Autoencoder

    Python 14
  3. jramapuram/holographic_memory

    Example of holographic reduced representations in Tensorflow

    Python 7
  4. jramapuram/variational_saccading

    Implementation of variational saccading

    Python 6
  5. jramapuram/ml_base

    Base machine learning project page for VAEs or classifier / regressors

    Python 5
  6. jramapuram/SimCLR

    SimCLR pytorch implementation using DistributedDataParallel.

    Python 24

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