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From physics to generative AI: An AI model for advanced pattern generation | MIT News | Massachusetts Institute of Technology

Drawing inspiration from physics, a new Poisson Flow Generative Model ++ (PFGM++) integrates diffusion and Poisson Flow principles, outperforming existing diffusion models in advanced image generation. This breakthrough in generative AI taps into both the complexity of electric fields and the simplicity of diffusion to create realistic patterns and images with potential applications spanning multiple domains. ....

Max Tegmark , Jesse Thaler , Yilun Xu , Ziming Liu , Rothberg Family Fund For Cognitive Science , Google Senior Research Scientist Yonglong Tian Ph , International Conference On Machine , National Science Foundation , Department Of Electrical Engineering , Synthesis Consortium , Foundational Questions Institute , Laboratory For Nuclear Science Center , Senior Research Scientist Karsten Kreis , Artificial Intelligence Laboratory , Family Foundation , Department Of Physics , Poisson Flow , Flow Generative Model , Nuclear Science , Theoretical Physics , Artificial Intelligence , Fundamental Interactions , Frechet Inception Distance , Yang Song , Flow Generative Models , Research Scientist Karsten Kreis ,

Esperanto Technologies Introduces 1st Generative AI Appliance Based on RISC-V

Esperanto Technologies Introduces 1st Generative AI Appliance Based on RISC-V
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Ben Bajarin , Karl Freund , Creative Strategies Inc , Esperanto Technologies , Data Science , Large Language Models , Diffusion Models , Bart Swift , Stable Diffusion , Creative Strategies , Enterprise Edge ,

GitHub - cabralpinto/modular-diffusion: Python library for designing and training your own Diffusion Models with PyTorch.

Python library for designing and training your own Diffusion Models with PyTorch. - GitHub - cabralpinto/modular-diffusion: Python library for designing and training your own Diffusion Models with PyTorch. ....

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Using AI to protect against AI image manipulation

PhotoGuard is AI technique for countering unauthorized image manipulation, safeguarding authenticity in the era of advanced generative models. The system was developed by researchers from MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL). ....

Aleksander Madry , Andrew Ilyas , Alaa Khaddaj , Artificial Intelligence Laboratory , Us Defense Advanced Research Projects Agency , Us National Science Foundation , International Conference On Machine , Shadi Salman , Interactive Demo , Florian Tram , Guillaume Leclerc , Science Foundation , Open Philanthropy , Advanced Research Projects , International Conference , Machine Learning , Mit Csail , Diffusion Models , Latent Diffusion Models , Adversarial Attacks , Ncoder Attack , Deepfake Detection , Shadi Salman , Aleksander Madry , Image Manipulation , All E ,

Researchers Pitch 'Immunizing' Images Against Deepfake Manipulation

A team at MIT says injecting tiny disruptive bits of code can cause distorted deepfake images. ....

International Conference On Machine Learning , United Nations , Machine Learning , Diffusion Models , Law Enforcement , Fake Images ,