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noise-contrastive-estimation

Here are 10 public repositories matching this topic...

graph2vec

benedekrozemberczki / graph2vec

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

Updated Nov 6, 2022
Python

yataobian / awesome-ebm

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

machine-learning energy deep-learning exponential-family noise-contrastive-estimation energy-based-model contrastive-divergence score-matching energy-based-learning energy-based-machine-learning energy-based-deep-learning energy-based-graph-learning stein-discrepancy score-based score-based-models score-based-generative-models

Updated Nov 24, 2023

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

Updated Apr 26, 2019
Python

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 pytorch nce noise-contrastive-estimation

Updated Aug 13, 2019
Python

nce

lifeitech / nce

Noise Contrastive Estimation (NCE) in PyTorch

machine-learning pytorch nce noise-contrastive-estimation energy-based-model generative-modeling

Updated Oct 23, 2023
Python

wxjiao / Pre-CODE

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

noise-contrastive-estimation pre-training conversational-emotion-recognition

Updated Nov 17, 2020
Python

amrhssn / teneNCE

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

network-science representation-learning link-prediction complex-network noise-contrastive-estimation recurrent-neural-network self-supervised-learning graph-representation-learning contrastive-predictive-coding gnn graph-neural-network temporal-network contrastive-learning dynamic-graph infonce dynamic-link-prediction discrete-time-dynamic-graph snapshot-sequence

Updated Aug 31, 2024
Python

soran-ghaderi / torchebm

⚡ Energy-Based Modeling library for PyTorch, offering tools for sampling, inference, and learning in complex distributions.

cuda variational-inference reasoning sampling-methods langevin-dynamics noise-contrastive-estimation energy-based-model contrastive-divergence diffusion-models probabilistic-machine-learning score-matching generative-ai

Updated Oct 14, 2024
Python

gutmanngroup / VNCE

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

variational-inference latent-variable-models noise-contrastive-estimation

Updated Aug 31, 2020
Jupyter Notebook

mkomod / statml-bayes

Code for experiments using Noise Contrastive Learning

statistics statistical-learning noise-contrastive-estimation

Updated Oct 21, 2020
Jupyter Notebook

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