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REMEDI: Corrective Transformations for Improved Neural Entropy Estimation., , , and . CoRR, (2024)General policy mapping: online continual reinforcement learning inspired on the insect brain., and . CoRR, (2022)Scaling transformer neural networks for skillful and reliable medium-range weather forecasting., , , , , , , , and . CoRR, (2023)DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains., , , , , , , , and . CoRR, (2021)Surrogate Neural Networks to Estimate Parametric Sensitivity of Ocean Models., , , , , , , and . CoRR, (2023)DeepAstroUDA: semi-supervised universal domain adaptation for cross-survey galaxy morphology classification and anomaly detection., , , , , , and . Mach. Learn. Sci. Technol., 4 (2): 25013 (June 2023)A Taxonomy of Error Sources in HPC I/O Machine Learning Models., , , , , , , , and . SC, page 16:1-16:14. IEEE, (2022)Modeling I/O Performance Variability Using Conditional Variational Autoencoders., , , , , , and . CLUSTER, page 109-113. IEEE Computer Society, (2018)Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning., , and . CoRR, (2020)Biological underpinnings for lifelong learning machines., , , , , , , , , and 33 other author(s). Nat. Mach. Intell., 4 (3): 196-210 (2022)