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Locked-Image Tuning: Adding Language Understanding to Image Models
April 14, 2022, 9:41 p.m. | Google AI (noreply@blogger.com)
Google AI Blog ai.googleblog.com
The ability to classify images into categories has been transformed by deep learning. It has also been significantly accelerated by transfer learning, whereby models are first pre-trained on large datasets, like ImageNet, to learn visual representations that are then transferred via fine-tuning to a new task with less data (e.g., classifying animals). Previous works such as BiT and ViT employed these methods to …
computer vision google brain image language multimodal learning natural language processing natural-language understanding
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