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Learns representations from unlabeled data by leveraging intrinsic data properties. Reduces dependency on labeled data and improves scalability.
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 Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation LearningIEEE Signal Processing Letters (IEEE SPL), 2025 | |||
 An Investigation into the Performance of Non-Contrastive Self-Supervised Learning Methods for Network Intrusion DetectionInternational Conference on Information, Communications and Signal Processing (ICICS), 2025 | |||
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