ByteDance Seedance 2.5 enters public launch this week with a claim no other AI video model has matched: 30-second native ...

NVIDIA diffusion language model Nemotron TwoTower achieves 2.42x LLM inference throughput without a full retraining run, ...

Abstract: In recent years, significant attention has been paid to diffusion in social networks (SNs), which is, factually, the collective behavior of a set of autonomous social actors for interacting ...

Both models trade word-by-word generation for parallel denoising. Only one of them does it without losing intelligence in the ...

Rather than generating text word by word, Google's experimental open-source model drafts entire passages simultaneously using diffusion, resulting in up to 4x faster inference. Extremely powerful ...

GenAI image generators like Stable Diffusion do not draw a picture pixel by pixel from left to right. They start with noise and iteratively refine the entire image in parallel until it converges, in a ...

A drop of dye added to a glass of water undergoes ordinary diffusion. However, when placed on the surface of a foam, the dye spreads differently—diffusion becomes anomalous. An example of this is the ...

DiffusionGemma writes a whole chunk of text in one go and then keeps polishing it rather than building it word by word. Google says it can be up to 4x faster, hitting 1,000+ tokens per second on ...

In this work, we extend diffusion solvers to efficiently handle general noisy (non)linear inverse problems via the approximation of the posterior sampling. Interestingly, the resulting posterior ...

Zyphra has released 'ZAYA1-8B-Diffusion-Preview,' an early preview of its research findings on diffusion language models. Zyphra is a company working on AI development using AMD's GPU infrastructure, ...

In a new paper, a team of Apple researchers details a creative framework that improves LLM answers in math reasoning, code generation, and more. Here are the details. In a newly-revised study titled ...