Discover Gemini Diffusion, the AI model transforming AI text generation with speed, precision, and creative freedom. Gemini ...

A statistical model is autoregressive if it predicts future values based on past values. For example, an autoregressive model might seek to predict a stock's future prices based on its past ...

Researchers combined two types of generative AI models, an autoregressive model and a diffusion model, to create a tool that leverages the best of each model to rapidly generate high-quality images.

Diffusion models were initially used in image generation ... efficiency. For example, frontier dLLMs like Mercury can outperform the best speed-optimized autoregressive LLMs from frontier labs ...

CM3leon is using something different: a token-based autoregressive model. “Diffusion models have recently dominated image generation work due to their strong performance and relatively modest ...

"Aurora is an autoregressive mixture-of-experts network trained to predict the next token from interleaved text and image data. We trained the model on billions of examples from the internet ...

Unlike image generators like DALL-E, which use a diffusion model, GPT-4o uses an autoregressive approach that produces images from left to right and top to bottom, per The Verge, similar to how ...

The regression model with autocorrelated disturbances is as follows: In these equations, y t are the dependent values, x t is a column vector of regressor variables, is a column vector of structural ...

beats established image generators like Stable Diffusion and DALL-E on the GenEval and DPG-Bench benchmarks. DeepSeek says that the model uses an "autoregressive framework" and "surpasses" unified ...