Bayesian
SurVAE Flows
SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows, Nielsen et al.
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Bayesian
Invertible ResNet and CIF
Invertible Residual Networks, Behrmann et al. In ICML 2019, arXiv.
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Bayesian
ANF, VFlow
ANF, Augmented Normalizing Flows: Bridging the Gap Between Generative Flows and Latent Variable Models, Huang et al.
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Bayesian
Glow, Flow++
Glow: Generative Flow with Invertible 1x1 Convolutions, Kingma and Dhariwal, 2018, arXiv Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design, Jonathan Ho et al.
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Bayesian
Normalizing Flow, Real NVP
Variational Inference with Normalizing Flows, Rezende and Mohamed, 2015, arXiv Density Estimation using Real NVP, Dinh et al.
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Writing
On 2020 as researcher
올해로 1년 좀 넘게 음성 합성 리서치 업무를 보고 있다. 이번 글에선 19년 9월, 입사부터 20년 말까지 한 활동을 조심히 정리해보려 한다.
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Hi, I’m Young Joong Kim, a Senior Researcher at Theori. I’m interested in generative model, both fundamentals and applications.
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