Seonglae ChoVector Quantised-Variational AutoEncoder
Make latent space discrete by Vector Quantization
Neural Discrete Representation Learning
Learning useful representations without supervision remains a key challenge in machine learning. In this paper, we propose a simple yet powerful generative model that learns such discrete...
https://arxiv.org/abs/1711.00937
Python, Machine & Deep Learning
Python, Machine Learning & Deep Learning
https://greeksharifa.github.io/discrete%20representation/2021/11/07/VQVAE
Finite Scalar Quantization
각 차원을 독립적으로 정해진 값으로 양자화