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@UT-Austin-Data-Science-Group

The University of Texas Data Science and Machine Learning Lab

The University of Texas Data Science and Machine Learning Lab

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  1. Mini-batch-OT Mini-batch-OT Public

    A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, color transfer, and gradient flow.

    Python 36 7

  2. AmortizedSW AmortizedSW Public

    A framework using amortized optimization for seeking informative directions for sliced Wasserstein generative models.

    Python 10 2

  3. CSW CSW Public

    A novel variant of sliced Wasserstein based on a new slicing technique that utilizes the convolution operator.

    Python 10 1

  4. HSW HSW Public

    Hierarchical Sliced Wasserstein distance is a metric between probability measures that utilizes Hierarchical Radon Transform to projected measures to their one-dimensional projections.

    Python 7 3

  5. MSW MSW Public

    The implementation of the Markovian sliced Wasserstein distances

    Python 5 1

  6. transformer-mgk transformer-mgk Public

    Forked from minhtannguyen/transformer-mgk

    This is the public github for our paper "Transformer with a Mixture of Gaussian Keys"

    Python 2 1

Repositories

Showing 6 of 6 repositories
  • MSW Public

    The implementation of the Markovian sliced Wasserstein distances

    UT-Austin-Data-Science-Group/MSW’s past year of commit activity
    Python 5 1 0 0 Updated Apr 21, 2023
  • HSW Public

    Hierarchical Sliced Wasserstein distance is a metric between probability measures that utilizes Hierarchical Radon Transform to projected measures to their one-dimensional projections.

    UT-Austin-Data-Science-Group/HSW’s past year of commit activity
    Python 7 MIT 3 0 0 Updated Feb 16, 2023
  • Mini-batch-OT Public

    A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, color transfer, and gradient flow.

    UT-Austin-Data-Science-Group/Mini-batch-OT’s past year of commit activity
    Python 36 MIT 7 0 0 Updated Feb 14, 2023
  • CSW Public

    A novel variant of sliced Wasserstein based on a new slicing technique that utilizes the convolution operator.

    UT-Austin-Data-Science-Group/CSW’s past year of commit activity
    Python 10 MIT 1 0 0 Updated Jan 14, 2023
  • AmortizedSW Public

    A framework using amortized optimization for seeking informative directions for sliced Wasserstein generative models.

    UT-Austin-Data-Science-Group/AmortizedSW’s past year of commit activity
    Python 10 MIT 2 0 0 Updated Sep 20, 2022
  • transformer-mgk Public Forked from minhtannguyen/transformer-mgk

    This is the public github for our paper "Transformer with a Mixture of Gaussian Keys"

    UT-Austin-Data-Science-Group/transformer-mgk’s past year of commit activity
    Python 2 CC0-1.0 10 0 0 Updated Aug 13, 2022

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