视觉语言模型（VLM）的核心迭代逻辑，是如何高效将视觉特征与预训练语言模型融合，当前行业所有主流VLM均可归为四大技术路径。不同方案在训练成本、…

Now that we have developed the basic probabilistic tools that we will ne…

Let be a Hermitian matrix. By the spectral theorem for Hermitian matrice…

After a hiatus of several months, I’ve made an effort to advance the wri…

One theme in this course will be the central nature played by the gaussi…

小样本场景下深度学习模型泛化能力差、易过拟合、标签噪声干扰严重是行业普遍痛点，核心解决思路为通过合规数据扩充提升样本量，依托量化标准把控数据质量…

In mathematics, one frequently starts with some space and wishes to exte…

Emmanuel Breuillard, Ben Green, and I have just uploaded to the arXiv ou…

I have blogged a number of times in the past about the relationship betw…

We can now turn attention to one of the centerpiece universality results…