Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)
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Dec 27, 2023 - Python
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mutual-information-neural-estimator
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Mutual Information Neural Estimator implemented in Tensorflow
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Dec 3, 2018 - Jupyter Notebook
Keras implementation (only for tensorflow backend) of MINE: Mutual Information Neural Estimation
deep-learning
tensorflow
keras
representation-learning
mutual-information
mutual-information-neural-estimator
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Aug 16, 2019 - Jupyter Notebook
Implementation of Information Bottleneck with Mutual Information Neural Estimation (MINE)
pytorch
mine
mutual-information
information-bottleneck
mutual-information-neural-estimator
infomax
mutual-information-estimators
mutual-information-estimation
mi-estimation
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Jun 18, 2021 - Python
A Pytorch implementation of the Mutual Information Neural Estimator
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Jan 2, 2024 - Python
[IEEE CISS 2024, ICMLW 2023] Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy
entropy
deep-learning
neural-network
manifold-learning
mutual-information
diffusion
information-bottleneck
information-bottleneck-theory
mutual-information-neural-estimator
entropy-estimation
neural-representation
neural-manifold
icml-2023
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Sep 23, 2024 - Python
D<ee>p Learning [dev library]
deep-learning
pytorch
high-energy-physics
cern
cms-experiment
lhc
optimal-transport
normalizing-flows
domain-adaptation
xgboost-algorithm
graph-neural-networks
sliced-wasserstein-distance
mutual-information-neural-estimator
icenet
lipschitz-network
iceboost
kolmogorov-arnold-networks
deepefficiency
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Nov 16, 2024 - Python
"Simulations for the paper 'Deep Learning for Channel Coding via Neural Mutual Information Estimation' by Rick Fritschek, Rafael F. Schaefery, and Gerhard Wunder"
python
encoding
machine-learning
deep-learning
neural-network
jupyter-notebook
decoding
ieee
mutual-information
training-module
channel-coding
model-training
encoder-decoder-model
mutual-information-neural-estimator
paper-simulations
mutual-information-estimation
ieee-journal
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Aug 8, 2024 - Jupyter Notebook
Mutual information for fine-grained network analysis in neural architecture search
neural-network
mutual-information
auto-ml
neural-architecture-search
mutual-information-neural-estimator
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Sep 17, 2020
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