Vision-language models (VLMs)
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A quick guide to Amazon’s papers at NeurIPS 2024
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The 2024 Conference on Neural Information Processing Systems (NeurIPS) — the premier conference in the field of AI — begins today, and the Amazon papers ...

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Quantifying images’ “conceptual similarity”
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What makes two images similar? The question is of vital importance for the training of computer vision systems, but it’s notoriously difficult to answer. ...

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AWS VP of AI and data on computer vision research at Amazon
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At this year’s Computer Vision and Pattern Recognition Conference (CVPR) — the premier computer vision conference — Amazon Web Services’ vice president for ...

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A quick guide to Amazon’s papers at CVPR 2024
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In the past few years, foundation models and generative-AI models — and particularly, large language models (LLMs) — have become a major topic of AI ...

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How Project P.I. helps Amazon remove imperfect products
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Although there are hundreds of millions of products stored in Amazon fulfillment centers, it’s very rare for customers to report shipped products as ...

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Amazon Web Services releases two new Titan vision-language models
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Last month, at its annual re:Invent developers’ conference, Amazon Web Services (AWS) announced the release of two new additions to its Titan family of ...

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Vision-language models that can handle multi-image inputs
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Vision-language models, which map images and text to a common representational space, have demonstrated remarkable performance on a wide range of multimodal ...

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Knowledge distillation method for better vision-language models
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Large machine learning models based on the transformer architecture have recently demonstrated extraordinary results on a range of vision and language ...

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