VQ-VAE

Creator

Creator

Created

Created

2021 Nov 30 5:25

Editor

Editor

Edited

Edited

2024 Oct 24 9:40

Refs

Refs

Vector 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...

Neural Discrete Representation Learning

https://arxiv.org/abs/1711.00937

Neural Discrete Representation Learning

Python, Machine & Deep Learning

Python, Machine Learning & Deep Learning

Python, Machine & Deep Learning

https://greeksharifa.github.io/discrete%20representation/2021/11/07/VQVAE

Python, Machine & Deep Learning

Finite Scalar Quantization

각 차원을 독립적으로 정해진 값으로 양자화

https://arxiv.org/pdf/2309.15505

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