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Apr, 2023
TC-VAE: 揭示数据生成因素中的外部分布
TC-VAE: Uncovering Out-of-Distribution Data Generative Factors
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Cristian Meo, Anirudh Goyal, Justin Dauwels
TL;DR
使用TC-VAE模型分析非均衡数据生成因素对生成模型的影响,并显示该模型能够发现不在数据集中显示的越界生成因素。
Abstract
Uncovering data generative factors is the ultimate goal of
disentanglement learning
. Although many works proposed disentangling
generative models
able to uncover the underlying generative factors of a dataset, so
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