Evaluated the word vectors learned from both nce and cross entropy loss functions using word analogy tests
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Nov 9, 2018 - Python
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nce
Here are 11 public repositories matching this topic...
InfoNCE, Soft Nearest Neighbour on MNIST and Fashion-MNIST
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Mar 10, 2022 - Python
a pytorch version lstm language model
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Aug 9, 2018 - Python
Flow Contrastive Estimation (FCE) PyTorch Implementation on 2D data
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May 20, 2022 - Python
Noise Contrastive Estimation (NCE) in PyTorch
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Oct 23, 2023 - Python
Tensorflow NCE loss in Keras
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Oct 6, 2018 - Python
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)
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Aug 13, 2019 - Python
Tensorflow implementation of "Representation Learning with Contrastive Predictive Coding"
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Nov 19, 2018 - Python
The Noise Contrastive Estimation for softmax output written in Pytorch
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Nov 6, 2019 - Python
Unsupervised Feature Learning via Non-parametric Instance Discrimination
computer-vision
deep-learning
pytorch
imagenet
representation-learning
unsupervised-learning
nce
cvpr2018
self-supervised-learning
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Mar 25, 2021 - Python
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