Explanation of proper nouns

In recent years, generative AI has swept the globe with astonishing speed. Whether it's ChatGPT generating dialogues, Midjourney creating exquisite illustrations, or GitHub Copilot assisting in writing program code, generative AI has greatly boosted efficiency and content creation across various industries...

Mode collapse is a common and far-reaching problem in generative AI training, characterized by monotonous and undifferentiated output, and the omission of rare or unique information from the data distribution. This article not only analyzes in detail the causes of mode collapse...