Скачать или смотреть How This New AI Generates Images Instantly [MeanFlow]

Diffusion and flow-matching models are key techniques for the current generative AI boom. However, their fundamental limitation is that they require multiple steps to generate samples. MeanFlow is a recent one-step end-to-end generative model that achieves compelling results without pretraining, distillation, or curriculum training.

In this video, we will discuss the fundamental concepts of Flow Matching and Mean Flow.

00:00 Introduction
00:24 Flow Matching
01:18 Conditional Flow Matching
02:46 Iterative sampling
04:06 MeanFlow
09:09 Results

Reference:
Zhengyang Geng, Mingyang Deng, Xingjian Bai, J. Zico Kolter, and Kaiming He
Mean Flows for One-step Generative Modeling, arXiv 2025
https://arxiv.org/pdf/2505.13447