This article discusses the limitations of traditional image tokenization methods and introduces a new approach, Transformer-based 1-Dimensional Tokenizer (TiTok), which utilizes a 1D latent…
Browsing: Variational Autoencoders
In this tutorial, we will explore the realm of Variational Autoencoders (VAEs) using the renowned CelebA dataset. We will begin by training a VAE…
Apache Kafka is an open-source distributed streaming platform that serves thousands of enterprises as the mission-critical and scalable real-time data fabric for machine learning…
Machines can generate artistic works with the help of advancements in machine learning, artificial intelligence, and deep learning algorithms. Generative Adversarial Networks (GANs) and…