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Announcing the first Machine Unlearning Challenge

Favorite Posted by Fabian Pedregosa and Eleni Triantafillou, Research Scientists, Google Deep learning has recently driven tremendous progress in a wide array of applications, ranging from realistic image generation and impressive retrieval systems to language models that can hold human-like conversations. While this progress is very exciting, the widespread use

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Shared by Google AI Technology June 29, 2023

On-device diffusion plugins for conditioned text-to-image generation

Favorite Posted by Yang Zhao and Tingbo Hou, Software Engineers, Core ML In recent years, diffusion models have shown great success in text-to-image generation, achieving high image quality, improved inference performance, and expanding our creative inspiration. Nevertheless, it is still challenging to efficiently control the generation, especially with conditions that

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Shared by Google AI Technology June 29, 2023

Use proprietary foundation models from Amazon SageMaker JumpStart in Amazon SageMaker Studio

Favorite Amazon SageMaker JumpStart is a machine learning (ML) hub that can help you accelerate your ML journey. With SageMaker JumpStart, you can discover and deploy publicly available and proprietary foundation models to dedicated Amazon SageMaker instances for your generative AI applications. SageMaker JumpStart allows you to deploy foundation models

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Shared by AWS Machine Learning June 28, 2023

Unifying image-caption and image-classification datasets with prefix conditioning

Favorite Posted by Kuniaki Saito, Student Researcher, Cloud AI Team, and Kihyuk Sohn, Research Scientist, Perception Team Pre-training visual language (VL) models on web-scale image-caption datasets has recently emerged as a powerful alternative to traditional pre-training on image classification data. Image-caption datasets are considered to be more “open-domain” because they

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Shared by Google AI Technology June 27, 2023

OSI’s comments to US Patent and Trademark Office

Favorite OSI submitted its comments to the United States Patent and Trademark Office to defend Open Source from patent trolls. A few days ago the Linux Foundation, Electronic Frontier Foundation and Unified Patents asked for the community to send their comments. Below is the text of the letter we sent.

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Shared by voicesofopensource June 27, 2023