CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement

Contrastive language image pretraining (CLIP) is a standard method for training vision-language models. While CLIP is scalable, promptable, and robust to distribution shifts on image classification tasks, it lacks object localization capabilities. This paper studies the following question: Can we augment CLIP training with task-specific vision models from model zoos to improve its visual representations? …

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Transforming Veteran Outreach

VA & Palantir improve care enrollment for Veterans exposed to toxic burn pits Toxic burn pit exposures prompted the passage of the PACT Act in August 2022. Named in honor of Sergeant First Class Heath Robinson, the Promise to Address Comprehensive Toxics (PACT) Act ensures disability benefits and access to VA healthcare for millions of Veterans …

Responsible AI can revolutionize tax agencies to improve citizen services

The new era of generative AI has spurred the exploration of AI use cases to enhance productivity, improve customer service, increase efficiency and scale IT modernization. Recent research commissioned by IBM® indicates that as many as 42% of surveyed enterprise-scale businesses have actively deployed AI, while an additional 40% are actively exploring the use of AI technology. …

ML 16667 Architecture

Pre-training genomic language models using AWS HealthOmics and Amazon SageMaker

Genomic language models are a new and exciting field in the application of large language models to challenges in genomics. In this blog post and open source project, we show you how you can pre-train a genomics language model, HyenaDNA, using your genomic data in the AWS Cloud. Here, we use AWS HealthOmics storage as …

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Anthropic’s Claude 3 Opus and tool use are generally available on Vertex AI

In April, we made Anthropic’s most intelligent model, Claude 3 Opus, available in public preview on Vertex AI Model Garden for customers to start experimenting with. Now, we’re announcing that Claude 3 Opus is generally available on Vertex AI. We’re also excited to announce that tool use is available for all Claude 3 models on …