coVariance Neural Networks

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coVariance Neural Networks

Neural Information Processing Systems (NeurIPS), 2022

31 May 2022

Gonzalo Mateos

Alejandro Ribeiro

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Papers citing "coVariance Neural Networks"

10 / 10 papers shown

Title
Disentangling Neurodegeneration with Brain Age Gap Prediction Models: A Graph Signal Processing Perspective Saurabh Sihag Gonzalo Mateos Alejandro Ribeiro 37 0 0 14 Oct 2025
Graph Variate Neural Networks Om Roy Yashar Moshfeghi Keith Smith 64 0 0 24 Sep 2025
CoVariance Filters and Neural Networks over Hilbert Spaces Claudio Battiloro Andrea Cavallo Elvin Isufi 141 0 0 16 Sep 2025
Sparse Covariance Neural Networks Andrea Cavallo Zhan Gao Elvin Isufi 161 5 0 02 Oct 2024
Spatiotemporal Covariance Neural Networks Andrea Cavallo Mohammad Sabbaqi Elvin Isufi 198 8 0 16 Sep 2024
Towards a Foundation Model for Brain Age Prediction using coVariance Neural Networks Saurabh Sihag Gonzalo Mateos Alejandro Ribeiro 161 7 0 12 Feb 2024
Neural Tangent Kernels Motivate Graph Neural Networks with Cross-Covariance Graphs Shervin Khalafi Saurabh Sihag Alejandro Ribeiro 183 0 0 16 Oct 2023
Explainable Brain Age Prediction using coVariance Neural NetworksNeural Information Processing Systems (NeurIPS), 2023 Saurabh Sihag Gonzalo Mateos Corey McMillan Alejandro Ribeiro 136 24 0 27 May 2023
Transferability of coVariance Neural Networks and Application to Interpretable Brain Age Prediction using Anatomical Features Saurabh Sihag Fangchang Ma Corey McMillan Angela Dai 280 4 0 02 May 2023
Predicting Brain Age using Transferable coVariance Neural NetworksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Saurabh Sihag Gonzalo Mateos Corey McMillan Alejandro Ribeiro 106 6 0 28 Oct 2022