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natural language processing

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Papers Related to natural language processing

2023

BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Computer Vision Natural Language Processing Deep Learning Multimodal Learning BLIP-2 Vision-Language Models

Introducing BLIP-2, a new vision-language model that leverages frozen image encoders and large language models to achieve improved efficiency and performance in various multimodal tasks.

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2021

Learning Transferable Visual Models From Natural Language Supervision

Computer Vision Natural Language Processing Deep Learning Multimodal Learning CLIP

Introducing CLIP, a neural network trained on a massive dataset of image-text pairs that learns to connect images with their textual descriptions, enabling zero-shot image classification and other powerful capabilities.

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