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Generative Oversampling for Imbalanced Data via Majority-Guided VAE.

, , , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 3315-3330. PMLR, (2023)

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Low-rank kernel learning for graph-based clustering., , , and . Knowl. Based Syst., (2019)Mutual Information Gradient Estimation for Representation Learning., , , , and . ICLR, OpenReview.net, (2020)PDETime: Rethinking Long-Term Multivariate Time Series Forecasting from the perspective of partial differential equations., , , , , , and . CoRR, (2024)Boosting Few-Shot Classification with View-Learnable Contrastive Learning., , , , and . ICME, page 1-6. IEEE, (2021)LayouTransformer: Generating Layout Patterns with Transformer via Sequential Pattern Modeling., , , , , , and . ICCAD, page 124:1-124:9. ACM, (2022)AFINet: Attentive Feature Integration Networks for Image Classification., , , , , , and . CoRR, (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)MVEB: Self-Supervised Learning With Multi-View Entropy Bottleneck., , , and . IEEE Trans. Pattern Anal. Mach. Intell., 46 (9): 6097-6108 (September 2024)Rectifying the Shortcut Learning of Background for Few-Shot Learning., , , , , , and . NeurIPS, page 13073-13085. (2021)