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Self-Supervised Autoregressive Domain Adaptation for Time Series Data.

, , , , , and . IEEE Trans. Neural Networks Learn. Syst., 35 (1): 1341-1351 (January 2024)

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Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation., , , , , , , , and . CoRR, (2024)Self-Supervised Autoregressive Domain Adaptation for Time Series Data., , , , , and . IEEE Trans. Neural Networks Learn. Syst., 35 (1): 1341-1351 (January 2024)Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification., , , , , , and . CoRR, (2022)Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification., , , , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 45 (12): 15604-15618 (December 2023)Time-Series Representation Learning via Temporal and Contextual Contrasting., , , , , , and . IJCAI, page 2352-2359. ijcai.org, (2021)Contrastive Domain Adaptation for Time-Series Via Temporal Mixup., , , , , and . IEEE Trans. Artif. Intell., 5 (3): 1185-1194 (March 2024)Label-efficient Time Series Representation Learning: A Review., , , , , and . CoRR, (2023)Source-Free Domain Adaptation with Temporal Imputation for Time Series Data., , , , , and . KDD, page 1989-1998. ACM, (2023)TSLANet: Rethinking Transformers for Time Series Representation Learning., , , , and . ICML, OpenReview.net, (2024)