tonellolab

capacity-approaching-autoencoders

Repository with the code on autoencoders and mutual information

capacity-approaching-autoencoders

Repository with the code on autoencoders and mutual information

CODINE-copula-estimator

Copula density neural estimation algorithm

CORTICAL

Keras implementation of cooperative capacity learning (CORTICAL)

discriminative-classification-fDiv

[ICML2024] Official Pytorch implementation of "f-Divergence Based Classification: Beyond the Use of Cross-Entropy"

fDIME

Official repository of the paper "Variational f-Divergence and Derangements for Discriminative Mutual Information Estimation"

Iterative-Intelligent-Sampling

[ICT Express (2024)] Official Pytorch implementation of "Recurrent DQN for Radio Fingerprinting with Constrained Measurements Collection"

label-noise-PLC

[SmartGridComm2024] Official Pytorch implementation of "Label Noise Resistant f-Divergence Receiver for Power Line Communications"

MIND-neural-decoder

S-PBHD

[PIMRC2024] Official Pytorch implementation of "Human Detection Based on Learning and Classification of Radio Scattering Parameters and Para-Hermitian Eigenvalue Decomposition"

tonellolab/capacity-approaching-autoencoders

Repository with the code on autoencoders and mutual information

tonellolab/CODINE-copula-estimator

Copula density neural estimation algorithm

tonellolab/discriminative-classification-fDiv

[ICML2024] Official Pytorch implementation of "f-Divergence Based Classification: Beyond the Use of Cross-Entropy"

tonellolab/CORTICAL

Keras implementation of cooperative capacity learning (CORTICAL)

tonellolab/fDIME

Official repository of the paper "Variational f-Divergence and Derangements for Discriminative Mutual Information Estimation"

tonellolab/MIND-neural-decoder

tonellolab/Iterative-Intelligent-Sampling

[ICT Express (2024)] Official Pytorch implementation of "Recurrent DQN for Radio Fingerprinting with Constrained Measurements Collection"

tonellolab/label-noise-PLC

[SmartGridComm2024] Official Pytorch implementation of "Label Noise Resistant f-Divergence Receiver for Power Line Communications"

tonellolab/S-PBHD

[PIMRC2024] Official Pytorch implementation of "Human Detection Based on Learning and Classification of Radio Scattering Parameters and Para-Hermitian Eigenvalue Decomposition"