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  1. TopographicVAE TopographicVAE Public

    Official implementation of the paper "Topographic VAEs learn Equivariant Capsules"

    Python 77 16

  2. SelfNormalizingFlows SelfNormalizingFlows Public

    Python 67 8

  3. NeuralWaveMachines NeuralWaveMachines Public

    Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks"

    Python 67 2

  4. CategorySelectiveTVAE CategorySelectiveTVAE Public

    Modeling Category-Selective Cortical Regions with Topographic Variational Autoencoders

    Python 5 1

  5. fast_weights fast_weights Public

    Fast-Weights applied to NLP tasks

    Python 1

  6. Wave_RNNs Wave_RNNs Public

    Official implementation of "Traveling Waves Encode the Recent Past and Enhance Sequence Learning" (ICLR 2024)

    Python 8 2