Latest updates for Diffusion Models

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Recent items include:

  • DiffKT diffusion model advances fine-grained knowledge tracing
  • Your Model's MSE Is Lying to You III: Time Series Diffusion
  • Diffusion Meets Graphs: New AI Model Predicts Spatio-Temporal Data With Built-In Uncertainty

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bioengineer.org /1 month ago

DiffKT diffusion model advances fine-grained knowledge tracing

Artificial intelligence models that predict what a student knows are getting a fundamental rethink. A team of Chinese researchers has unveiled DiffKT, a new framework that borrows...

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towardsdatascience.com /2 weeks ago

Your Model's MSE Is Lying to You III: Time Series Diffusion

A diffusion head for probabilistic time series forecasting: why a forecast can get the mean and the variance right and still describe a future that never happens, and how to fix it...

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bioengineer.org /1 week ago

Diffusion Meets Graphs: New AI Model Predicts Spatio-Temporal Data With Built-In Uncertainty

A new conditioned diffusion-based graph attention network from the University of Naples Parthenope delivers probabilistic spatio-temporal forecasts with calibrated uncertainty, ran...

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simplilearn.com /1 month ago

What Is Stable Diffusion? A Complete Beginner Guide | Simplilearn

TL;DR: Stable Diffusion is an open-weight, AI-powered text-to-image model that generates high-quality visuals from written prompts. It works by removing noise from a compressed ima...

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habr.com /3 weeks ago

[Перевод] Дискретная диффузия: цепи Маркова с непрерывным временем

Этот материал, задуманный как первый в серии статей о дискретных диффузионных моделях, уже несколько месяцев лежал у меня в черновиках. Выход модели Gemini Diffusion от Google пока...

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journals.plos.org /3 weeks ago

Generative diffusion models for spatiotemporal influenza forecasting

by Joseph Lemaitre, Justin Lessler Forecasting infectious disease incidence can provide important information to guide public health planning, yet it is difficult because epidemic...

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Sources covering Diffusion Models

bioengineer.org

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habr.com

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journals.plos.org

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towardsdatascience.com

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simplilearn.com

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