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Disentanglement via Mechanism Sparsity Regularization: A New Principle for Nonlinear ICA.

, , , , , , and . CLeaR, volume 177 of Proceedings of Machine Learning Research, page 428-484. PMLR, (2022)

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PRAXIS: Towards automatic cognitive assessment using gesture recognition., , , , , , , , and . Expert Syst. Appl., (2018)Sequoia: A Software Framework to Unify Continual Learning Research., , , , , , , , , and 3 other author(s). CoRR, (2021)Multi-label Iterated Learning for Image Classification with Label Ambiguity., , , , and . CoRR, (2021)Towards robust neural models for fine-grained image recognition.. Autonomous University of Barcelona, Spain, (2019)Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark., , , , , , , , , and 2 other author(s). CoRR, (2021)Foundational Models for Continual Learning: An Empirical Study of Latent Replay., , , , , , and . CoRR, (2022)3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding., , , , , , , , , and . CoRR, (2022)Continual Learning with Foundation Models: An Empirical Study of Latent Replay., , , , , , and . CoLLAs, volume 199 of Proceedings of Machine Learning Research, page 60-91. PMLR, (2022)Looc: Localize Overlapping Objects with Count Supervision., , , and . ICIP, page 2316-2320. IEEE, (2020)Catastrophic Interference in Disguised Face Recognition., , , , , and . IbPRIA (2), volume 11868 of Lecture Notes in Computer Science, page 64-75. Springer, (2019)