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Titolo Data di pubblicazione Autori Rivista Serie Titolo libro
Fair graph representation learning: Empowering NIFTY via Biased Edge Dropout and Fair Attribute Preprocessing 2024 Pasa L.Navarin N. + NEUROCOMPUTING - -
Empowering Simple Graph Convolutional Networks 2023 Pasa, LNavarin, NErb, WSperduti, A IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS - -
A unified framework for backpropagation-free soft and hard gated graph neural networks 2023 Pasa, LucaNavarin, NicoloErb, WolfgangSperduti, Alessandro KNOWLEDGE AND INFORMATION SYSTEMS - -
Topology preserving maps as aggregations for Graph Convolutional Neural Networks 2023 Frazzetto P.Pasa L.Navarin N.Sperduti A. - - SAC '23: Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing
An Untrained Neural Model for Fast and Accurate Graph Classification 2023 Navarin N.Pasa L.Sperduti A. + - LECTURE NOTES IN COMPUTER SCIENCE Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Backpropagation-free Graph Neural Networks 2022 Pasa L.Navarin N.Erb W.Sperduti A. - PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON DATA MINING 2022 IEEE International Conference on Data Mining (ICDM)
Understanding Catastrophic Forgetting of Gated Linear Networks in Continual Learning 2022 Pasa, LNavarin, N + - PROCEEDINGS OF ... INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2022 International Joint Conference on Neural Networks (IJCNN)
Compact graph neural network models for node classification 2022 Pasa L.Navarin N.Sperduti A. - - SAC '22: the 37th ACM/SIGAPP Symposium on Applied Computing
Audio-visual target speaker enhancement on multi-talker environment using event-driven cameras 2021 Pasa, Luca + - - 2021 IEEE International Symposium on Circuits and Systems (ISCAS)
Tangent Graph Convolutional Network 2021 luca pasanicolò navarinalessandro sperduti - - ESANN 2021 - Proceedings, 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Polynomial-based graph convolutional neural networks for graph classification 2021 Pasa L.Navarin N.Sperduti A. MACHINE LEARNING - -
Multiresolution Reservoir Graph Neural Network 2021 Pasa L.Navarin N.Sperduti A. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS - -
Simple Multi-resolution Gated GNN 2021 Pasa L.Navarin N.Sperduti A. - - 2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings
Linear graph convolutional networks 2020 Navarin N.Erb W.Pasa L.Sperduti A. - - ESANN 2020 - Proceedings, 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
An analysis of speech enhancement and recognition losses in limited resources multi-talker single channel audio-visual ASR 2020 Pasa L. + - PROCEEDINGS OF THE ... IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
SOM-based aggregation for graph convolutional neural networks 2020 Pasa L.Navarin N.Sperduti A. NEURAL COMPUTING & APPLICATIONS - -
Deep recurrent graph neural networks 2020 Pasa L.Navarin N.Sperduti A. - - ESANN 2020 - Proceedings, 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Threat is in the air: Machine learning for wireless network applications 2019 Pajola L.Pasa L.Conti M. - - WiseML 2019 - Proceedings of the 2019 ACM Workshop on Wireless Security and Machine Learning
Face Landmark-based Speaker-independent Audio-visual Speech Enhancement in Multi-talker Environments 2019 Pasa L. + - PROCEEDINGS OF THE ... IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Linear Models and Deep Learning: Learning in Sequential Domains 2017 Pasa, Luca - - -
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