A Practitioner's Guide to Continual Multimodal Pretraining

Neural Information Processing Systems 

However, practical model deployment often operates in the gap between these two limit cases, as real-world applications demand adaptation to specific subdomains, tasks or concepts -- spread over the entire, varying life cycle of a model.

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