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As easy as APC: Leveraging self-supervised learning in the context of time series classification with varying levels of sparsity and severe class imbalance.

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Topographic VAEs learn Equivariant Capsules., and . NeurIPS, page 28585-28597. (2021)DUET: 2D Structured and Approximately Equivariant Representations., , , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 32749-32769. PMLR, (2023)Latent Traversals in Generative Models as Potential Flows., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 32288-32303. PMLR, (2023)As easy as APC: Leveraging self-supervised learning in the context of time series classification with varying levels of sparsity and severe class imbalance., , , and . CoRR, (2021)Predictive Coding with Topographic Variational Autoencoders., and . ICCVW, page 1086-1091. IEEE, (2021)Self Normalizing Flows., , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 5378-5387. PMLR, (2021)Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks., and . ICML, volume 202 of Proceedings of Machine Learning Research, page 16168-16189. PMLR, (2023)Traveling Waves Encode The Recent Past and Enhance Sequence Learning., , , and . ICLR, OpenReview.net, (2024)Self Normalizing Flows., , , , , and . CoRR, (2020)Deep Generative Models of Music Expectation., and . CoRR, (2023)