KI-Glossar

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Multi-Modal Pre-training

Pre-training on multiple types of data (text, image, audio) simultaneously to create unified representations that enhance cross-modal transfer capabilities.

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Data Augmentation Strategies

Techniques for transforming unlabeled data used in self-supervised learning to create positive views and reinforce the learning of invariant representations.