Variational Diffusion Models, Kingma et al., 2021, arXiv:2107.00630 Keyword: DDPM, Variational Lower Bounds Problem: Unstable noise scheduling, finite step diffusion process.
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Variational Diffusion Models, Kingma et al., 2021, arXiv:2107.00630 Keyword: DDPM, Variational Lower Bounds Problem: Unstable noise scheduling, finite step diffusion process.
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SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows, Nielsen et al.
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Invertible Residual Networks, Behrmann et al. In ICML 2019, arXiv.
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ANF, Augmented Normalizing Flows: Bridging the Gap Between Generative Flows and Latent Variable Models, Huang et al.
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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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Variational Inference with Normalizing Flows, Rezende and Mohamed, 2015, arXiv Density Estimation using Real NVP, Dinh et al.
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