Science, Space and Technology News 2023
We and our partners use cookies to Store and/or access information on a device. We and our partners use data for Personalised ads and content, ad and content measurement, audience insights and product development. An example of data being processed may be a unique identifier stored in a cookie. Some of our partners may process your data as a part of their legitimate business interest without asking for consent.
“In recent years, AI-based generative models have yielded numerous eye-popping results, from photorealistic images to lucid streams of text. Remarkably, some of the most powerful generative models are grounded in time-tested concepts from physics, such as symmetries and thermodynamics. PFGM++ takes a century-old idea from fundamental physics — that there might be extra dimensions of space-time — and turns it into a powerful and robust tool to generate synthetic but realistic datasets.
Looking ahead, they aim to refine certain aspects of the model, particularly in systematic ways to identify the “sweet spot” value of D tailored for specific data, architectures, and tasks by analyzing the behavior of estimation errors of neural networks. They also plan to apply the PFGM++ to the modern large-scale text-to-image/text-to-video generation.“Diffusion models have become a critical driving force behind the revolution in generative AI,” says Yang Song, research scientist at OpenAI.
“They even outperform the popular diffusion models, which currently dominate the literature. This makes them a very powerful generative modeling tool, and I envision their application in diverse areas, ranging from digital content creation to generative drug discovery. More generally, I believe that the exploration of further physics-inspired generative modeling frameworks holds great promise for the future and that Poisson Flow Generative Models are only the beginning.
Australia Latest News, Australia Headlines
Similar News:You can also read news stories similar to this one that we have collected from other news sources.
LLMs: How Does the Brain Solve Generative AI's Hallucination Problem?It is theorized here that in a set of neurons, some electrical impulses break off to go ahead of others, to ‘interact’ with [or trigger the release of] chemical
Read more »
Navigating Generative AI as an Older WorkerGenerative AI has revolutionized the professional landscape. McKinsey’s recent findings suggest that by 2030, 30% of tasks across the U.S. economy might be automated, up from 21% before generative AI.
Read more »
Generative AI: What Does the Future Look Like?Explore the transformative potential of Generative AI, its applications, and ethical considerations in shaping the future.
Read more »
China sets stricter rules for training generative AI modelsChina introduces draft rules for generative AI services, emphasizing data sources, blacklisting unlawful content as it aims to lead in AI by 2030.
Read more »
Space Force Gets Scared, Pauses All Use of Generative AIScience and Technology News and Videos
Read more »
Tips For Navigating The Intersection Of Generative AI And SEORanti Dev is the Co-Founder/CEO of SpeedyBrand.io, which provides effective SEO content for businesses. Read Ranti Dev Sharma's full executive profile here.
Read more »