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Catastrophic Forgetting in Deep Graph Networks: A Graph Classification Benchmark.

, , , and . Frontiers Artif. Intell., (2022)

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Explaining Deep Graph Networks via Input Perturbation., and . IEEE Trans. Neural Networks Learn. Syst., 34 (12): 10334-10345 (December 2023)DeepDynamicHand: A Deep Neural Architecture for Labeling Hand Manipulation Strategies in Video Sources Exploiting Temporal Information., , , , and . Frontiers Neurorobotics, (2018)Societal Issues in Machine Learning: When Learning from Data is Not Enough., , , , , and . ESANN, (2019)Partial Hypernetworks for Continual Learning., , , and . CoLLAs, volume 232 of Proceedings of Machine Learning Research, page 318-336. PMLR, (2023)Theoretically Expressive and Edge-aware Graph Learning., , and . ESANN, page 175-180. (2020)Incremental Training of a Recurrent Neural Network Exploiting a Multi-scale Dynamic Memory., , and . ECML/PKDD (1), volume 12457 of Lecture Notes in Computer Science, page 677-693. Springer, (2020)ECGAN: Self-supervised Generative Adversarial Network for Electrocardiography., and . AIME, volume 13897 of Lecture Notes in Computer Science, page 276-280. Springer, (2023)Generalizing Downsampling from Regular Data to Graphs., , and . AAAI, page 6718-6727. AAAI Press, (2023)Learning Style-Aware Symbolic Music Representations by Adversarial Autoencoders., , and . ECAI, volume 325 of Frontiers in Artificial Intelligence and Applications, page 1563-1570. IOS Press, (2020)TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence., , , , , , , , , and 25 other author(s). COINS, page 1-6. IEEE, (2021)