noise-contrastive-estimation

There are 9 repositories under noise-contrastive-estimation topic.

  • graph2vec

    benedekrozemberczki/graph2vec

    A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

    Language:Python9052050169

  • yataobian/awesome-ebm

    Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)

    27922328

  • dashayushman/TAC-GAN

    A Tensorflow implementation of the Text Conditioned Auxiliary Classifier Generative Adversarial Network for Generating Images from text descriptions (https://arxiv.org/abs/1703.06412)

    Language:Python10471433

  • demelin/Noise-Contrastive-Estimation-NCE-for-pyTorch

    Re-implementation of the Noise Contrastive Estimation algorithm for pyTorch, following "Noise-contrastive estimation: A new estimation principle for unnormalized statistical models." (Gutmann and Hyvarinen, AISTATS 2010)

    Language:Python45109
  • nce

    lifeitech/nce

    Noise Contrastive Estimation (NCE) in PyTorch

    Language:Python31204

  • wxjiao/Pre-CODE

    Implementation of our paper "Exploiting Unsupervised Data for Emotion Recognition in Conversations" in the Findings of EMNLP-2020.

    Language:Python12413

  • amrhssn/teneNCE

    Temporal Network Noise Contrastive Estimation (teneNCE) for Dynamic Link Prediction

    Language:Python7301

  • gutmanngroup/VNCE

    Python code for the paper "Variational Noise-Contrastive Estimation", AISTATS 2019, http://proceedings.mlr.press/v89/rhodes19a/rhodes19a.pdf

    Language:Jupyter Notebook0000

  • mkomod/statml-bayes

    Code for experiments using Noise Contrastive Learning

    Language:Jupyter Notebook10