本篇論文提出一個 Transformer 架構的 Generator 解決使用 Convolution 無法捕捉 Global feature 的缺點，同時具有一定的保真度 (Fidelity) 與多樣性 (Diversity)，與當時的 CNN SOTA 方法例如 StyleGAN、BigGAN 相比還來的好一點 本篇論文主要著重在 Generator 的部分，將 CNN 部分用…

Have you ever written a text (email, message, etc) and you feel your tone seems too casual and your message might be misinterpreted, you want to change the tone of your text but have no idea how? As more and more artificial intelligence is entering into the world, more and more emotional intelligence must enter into leadership. In this article, we are going to build a Neural Network powered Artificial Intelligence Application that enables you to transfer the tone of your text from Casual-to-Formal, Formal-to-Casual, Active-to-Passive, Passive-to-Active, we will also host our Application on Hugging Face spaces. For this article, we will be making use of the Open Source library PyTorch StyleFormer, and Gradio. StyleFormer is relatively unknown amongst our 3 projects above, I feel it would be beneficial if we get a clear picture of what StyleFormer entails.