Abstract: We propose a robust alignment technique for Standard Fundus Images (SFIs) and Ultra-Widefield Fundus Images (UWFIs), which are challenging to align due to differences in scale, appearance, ...

一个全面、工程化、基于 PyTorch 的现代扩散模型实现库。 支持 DDPM、DDIM、CFG 等多种扩散算法，集成 UNet、DiT、DiM 等先进主干网络。 提供分布式训练、EMA、实验追踪、完整评估指标，开箱即用。

With so much money flooding into AI startups, it’s a good time to be an AI researcher with an idea to test out. And if the idea is novel enough, it might be easier to get the resources you need as an ...

A few years ago, a new kind of AI called a diffusion model appeared. Today, it powers tools like Stable Diffusion and Runway Gen-2, turning text prompts into high-quality images and even short videos.

ABSTRACT: Our research focuses on the detection of M. ulcerans (Mycobacterium ulcerans), etiological agent of Buruli ulcer, and the analysis of the spectra of the optical properties of human skin by ...

With powerful video generation tools now in the hands of more people than ever, let's take a look at how they work. MIT Technology Review Explains: Let our writers untangle the complex, messy world of ...

Following identification of a disease-causing protein, rational drug discovery aims to design a ligand that binds to the protein target with high specificity and affinity to mitigate disease effects.

OAK BROOK, Illinois (WBBM) — At a fashion show in Oak Brook, Illinois, the models don’t need designer looks to show off their style. For them, fashion is about feeling. “Intrinsically, I have the ...

Diffusion models gradually refine and produce a requested output, sometimes starting from random noise—values generated by the model itself—and sometimes working from user-provided data. Think of ...

Random walks in random environments constitute a pivotal area of research at the interface of probability theory, statistical physics and mathematical modelling. This field investigates stochastic ...