noise-contrastive-estimation

There are 0 repository under noise-contrastive-estimation topic.

graph2vec
benedekrozemberczki / graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
deepwalk diff2vec gemsec graph-embedding graph-kernel graph-wavelet graph2vec implicit-matrix-factorization kernel machine-learning matrix-factorization node-embedding node2vec noise-contrastive-estimation struc2vec subgraph2vec transformer unsupervised-learning weisfeiler-lehman word2vec
Language:Python 905
yataobian / awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
energy energy-based-model energy-based-learning machine-learning exponential-family energy-based-machine-learning energy-based-deep-learning energy-based-graph-learning deep-learning score-matching contrastive-divergence noise-contrastive-estimation stein-discrepancy score-based score-based-models score-based-generative-models
279
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)
generative-adversarial-network generative-models noise-contrastive-estimation
Language:Python 104
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)
algorithm nce noise-contrastive-estimation pytorch
Language:Python 45
nce
lifeitech / nce
Noise Contrastive Estimation (NCE) in PyTorch
pytorch nce energy-based-model generative-modeling machine-learning noise-contrastive-estimation
Language:Python 31
wxjiao / Pre-CODE
Implementation of our paper "Exploiting Unsupervised Data for Emotion Recognition in Conversations" in the Findings of EMNLP-2020.
conversational-emotion-recognition noise-contrastive-estimation pre-training
Language:Python 12
amrhssn / teneNCE
Temporal Network Noise Contrastive Estimation (teneNCE) for Dynamic Link Prediction
contrastive-learning dynamic-graph dynamic-link-prediction graph-neural-network representation-learning self-supervised-learning temporal-network contrastive-predictive-coding infonce gnn complex-network discrete-time-dynamic-graph graph-representation-learning network-science noise-contrastive-estimation recurrent-neural-network snapshot-sequence link-prediction
Language:Python 7
gutmanngroup / VNCE
Python code for the paper "Variational Noise-Contrastive Estimation", AISTATS 2019, http://proceedings.mlr.press/v89/rhodes19a/rhodes19a.pdf
latent-variable-models noise-contrastive-estimation variational-inference
Language:Jupyter Notebook 0
mkomod / statml-bayes
Code for experiments using Noise Contrastive Learning
noise-contrastive-estimation statistical-learning statistics
Language:Jupyter Notebook