A：ASAG的核心原理是故意制造"混乱"的注意力分布作为反面教材。它通过最优传输理论中的Sinkhorn算法，故意最大化传输成本，让注意力权重变得均匀分布，破坏正常的语义对应关系。然后用这种"错误"的参考来指导模型朝相反方向生成，从而获得更好的结果。

身边不少失业的同行都有类似困境： 有人手绘功底扎实，却因学历被卡在面试门外；有人擅长电商设计，投了几十家公司，得到的回复都是“学历不符合要求”。 视觉设计行业本就内卷，失业后再遇学历门槛，更让人陷入自我怀疑。

这家刚刚成立了两年半的公司，在没有自研底层大模型的情况下，悄然攀升成为了全球AI创作社区领域的“当红炸子鸡”。最近的一组数据直观说明其商业生态位的量级：年度经常性收入（ARR）超过5000万美元，月活跃用户（MAU）突破2500万，用户单日生成图片超 ...

在上周举行的 SIGGRAPH 2024 大会上，最佳论文等奖项中，来自上海科技大学 MARS 实验室的团队同时拿到两篇最佳论文荣誉提名，其研究成果亦在快速走向产业化。 拿到最佳论文提名的两篇论文——CLAY 和 DressCode，二者的主题分别是 ...

Perhaps nobody embodies artificial intelligence mania quite like Jensen Huang, the chief executive of chip behemoth Nvidia, which has seen its value spike 300% in the last two years. A frothy time for ...

Abstract: Generative artificial intelligence (AI) has rapidly advanced in recent years, achieving significant breakthroughs in computer vision and image processing. However, there are still many ...

00:00:01 In this video I am going to show you what is ControlNet and how to use it. 00:00:06 ControlNet is a neural network structure to control diffusion models by adding extra conditions.

task-specific conditions in an end-to-end way, and the learning is robust even when the training dataset is small ( 50k). Moreover, training a ControlNet is as fast as fine-tuning a diffusion model, ...

Artificial intelligence and outsourcing are rapidly reshaping the workforce, forcing employers and employees alike to ask a pressing question about the future of work: Which jobs are safe, and which ...