Exploring sequential VAE to handle time-series data

• 主要作者: Tan, Colin G-Hao
• 其他作者: Arvind Easwaran
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/166501
• 機構: Nanyang Technological University

Variational Autoencoders (VAEs) have gained significant popularity in recent years as a powerful generative model. They emerged in 2013 when it was introduced as a means to learn latent representations of data in an unsupervised manner while providing a probabilistic framework for generation. One of...