论文链接地址:《beta-vae: Learning basic visual concepts with a constrained variational framework》 disentangled presentation definition A disentangled representation can be defined as one where single latent units are sensitive to changes in single generative factors,while being relatively invariant to change...
考虑到我们用例中对模型可解释性的要求,我们使用Beta变分自动编码器(β−VAEβ−VAE,一种最先进的无监督解缠表示学习方法, one of the state of the art 最先进技术之一)来发现低维解缠表示脑电数据。 然后,我们训练最近提出的符号-概念关联网络(SCAN)(Higgins等人,2018),以将可用的分类标签映射到β−VAE...