Tag: ai/ml

Generative AI is giving people new ways to experience audio content, from podcasts to audio summaries. For example, users are embracing NotebookLM’s recent Audio Overview feature, which turns documents into audio conversations. With one click, two AI hosts start up a lively “deep dive” discussion based on the sources you provide. They summarize your material, …

Read more “Build and refine your audio generation end-to-end with Gemini 1.5 Pro”

Apple researchers are advancing the field of ML through fundamental research that improves the world’s understanding of this technology and helps to redefine what is possible with it. This work may lead to advancements in Apple’s products and services, and the benefits of the research extend beyond the Apple ecosystem as it is shared with …

Read more “Apple Machine Learning Research at NeurIPS 2024”

Advancing adaptive AI agents, empowering 3D scene creation, and innovating LLM training for a smarter, safer future

In today’s congested digital landscape, businesses of all sizes face the challenge of optimizing their marketing budgets. They must find ways to stand out amid the bombardment of messages vying for potential customers’ attention. Moreover, they grapple with rising customer acquisition costs and dwindling retention rates, impeding their profitability. Adding to this complexity is the …

Read more “Moloco: 10x faster model training times with TPUs on Google Kubernetes Engine”

New AI model advances the prediction of weather uncertainties and risks, delivering faster, more accurate forecasts up to 15 days ahead

This paper was accepted at the Mathematics of Modern Machine Learning (M3L) Workshop at NeurIPS 2024. We investigate the unreasonable effectiveness of classifier-free guidance (CFG). CFG is the dominant method of conditional sampling for text-to-image diffusion models, yet unlike other aspects of diffusion, it remains on shaky theoretical footing. In this paper, we disprove common …

Read more “Classifier-Free Guidance Is a Predictor-Corrector”