Diffusion models are widely used in many AI applications, but research on efficient inference-time scalability, particularly for reasoning and planning (known as System 2 abilities) has been lacking.

The diffusion of potassium permanganate (KMnO4) in water is a classic demonstration experiment in school teaching. However, most of the typical ‘diffusion experiments’ using KMnO4 do not actually show ...

Development and usability testing of a preliminary web-based application for the clinical implementation of blood flow restriction: a mixed methods pilot study ...

Over recent years, denoising diffusion probabilistic models (DDPMs) have received many attentions due to their powerful ability to infer data distribution. However, most of existing DDPM-based ...

This paper studies the problem of inverting the DDIM image generation process to recover latent variables, particularly the initial noise map, from a generated image. Existing methods often struggle ...

A simple and cost-effective method developed by scientists at The Australian National University (ANU) could make the process of extracting valuable resources from brine deposits more environmentally ...