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Enhancing Multivariate Time Series Forecasting with Mutual Information-driven Cross-Variable and Temporal Modeling.

, , , , , , , and . CoRR, (2024)

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Mutual Information Gradient Estimation for Representation Learning., , , , and . ICLR, OpenReview.net, (2020)Low-rank kernel learning for graph-based clustering., , , and . Knowl. Based Syst., (2019)Enhancing Multivariate Time Series Forecasting with Mutual Information-driven Cross-Variable and Temporal Modeling., , , , , , , and . CoRR, (2024)Generative Oversampling for Imbalanced Data via Majority-Guided VAE., , , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 3315-3330. PMLR, (2023)Self-supervised Consensus Representation Learning for Attributed Graph., , , , and . ACM Multimedia, page 2654-2662. ACM, (2021)AFINet: Attentive Feature Integration Networks for Image Classification., , , , , , and . CoRR, (2021)LayouTransformer: Generating Layout Patterns with Transformer via Sequential Pattern Modeling., , , , , , and . ICCAD, page 124:1-124:9. ACM, (2022)Boosting Few-Shot Classification with View-Learnable Contrastive Learning., , , , and . ICME, page 1-6. IEEE, (2021)Structure-Preserving Graph Representation Learning., , , and . ICDM, page 927-932. IEEE, (2022)Self-Supervision Can Be a Good Few-Shot Learner., , , , and . ECCV (19), volume 13679 of Lecture Notes in Computer Science, page 740-758. Springer, (2022)