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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 accepted...
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. That’s because,...
At this year’s Computer Vision and Pattern Recognition Conference (CVPR) — the premier computer vision conference — Amazon Web Services’ vice president for AI and data,...
In the past few years, foundation models and generative-AI models — and particularly, large language models (LLMs) — have become a major topic of AI research....
Although there are hundreds of millions of products stored in Amazon fulfillment centers, it’s very rare for customers to report shipped products as damaged. However, Amazon’s...
Large machine learning models based on the transformer architecture have recently demonstrated extraordinary results on a range of vision and language tasks. But such large models...
Vision-language models, which map images and text to a common representational space, have demonstrated remarkable performance on a wide range of multimodal AI tasks. But they’re...
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 foundation models,...