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team-approx-bayes

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  1. dl-with-bayes dl-with-bayes Public

    Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"

    Python 240 22

  2. dnn2gp dnn2gp Public

    Approximate Inference Turns Deep Networks into Gaussian Processes (dnn2gp)

    Python 47 4

  3. fromp fromp Public

    Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"

    Python 41 6

  4. BayesBiNN BayesBiNN Public

    Code for the paper "Training Binary Neural Networks with Bayesian Learning Rule

    Jupyter Notebook 36 5

  5. ivon ivon Public

    IVON optimizer for neural networks based on variational learning.

    Python 35 1

  6. bayesian-sam bayesian-sam Public

    Code for "SAM as an Optimal Relaxation of Bayes", ICLR 2023.

    Python 21 1

Repositories

Showing 10 of 12 repositories
  • team-approx-bayes/ivon-experiments’s past year of commit activity
    Python 2 GPL-3.0 0 0 0 Updated Jul 4, 2024
  • team-approx-bayes.github.io Public

    Code for team webpage

    team-approx-bayes/team-approx-bayes.github.io’s past year of commit activity
    JavaScript 0 1 0 0 Updated Jul 2, 2024
  • ivon Public

    IVON optimizer for neural networks based on variational learning.

    team-approx-bayes/ivon’s past year of commit activity
    Python 35 GPL-3.0 1 0 0 Updated Jun 21, 2024
  • memory-perturbation Public

    Code for "The Memory Perturbation Equation: Understanding Model’s Sensitivity to Data", NeurIPS 2023.

    team-approx-bayes/memory-perturbation’s past year of commit activity
    Python 6 MIT 0 0 0 Updated Apr 29, 2024
  • ewc-fr-replay Public

    Code for “Improving Continual Learning by Accurate Gradient Reconstructions of the Past”, TMLR 2023.

    team-approx-bayes/ewc-fr-replay’s past year of commit activity
    Python 1 1 0 0 Updated Apr 15, 2024
  • liegroups Public

    Code for "The Lie-Group Bayesian Learning Rule", AISTATS 2023.

    team-approx-bayes/liegroups’s past year of commit activity
    Python 6 GPL-3.0 1 0 0 Updated Nov 7, 2023
  • bayesian-sam Public

    Code for "SAM as an Optimal Relaxation of Bayes", ICLR 2023.

    team-approx-bayes/bayesian-sam’s past year of commit activity
    Python 21 GPL-3.0 1 1 0 Updated Jul 21, 2023
  • kpriors Public

    Code for Knowledge-Adaptation Priors based on the NeurIPS 2021 paper by Khan and Swaroop.

    team-approx-bayes/kpriors’s past year of commit activity
    Python 16 GPL-3.0 2 0 0 Updated Feb 1, 2022
  • BayesBiNN Public

    Code for the paper "Training Binary Neural Networks with Bayesian Learning Rule

    team-approx-bayes/BayesBiNN’s past year of commit activity
    Jupyter Notebook 36 5 2 0 Updated Jan 4, 2022
  • fromp Public

    Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"

    team-approx-bayes/fromp’s past year of commit activity
    Python 41 6 1 0 Updated Nov 10, 2020

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