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
Here are 9 public repositories matching this topic...
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
[ICMLW 2023, IEEE CISS 2024] 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
"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
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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Dec 21, 2024 - Python
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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