Work list
Work list

Skills Languages : Python : C++ [git+revsic/cpp-obfuscator, git+utilForever/RosettaStone] ML Framework : Tensorflow [git+revsic/tf-glow-tts, git+revsic/tf-diffwave] : PyTorch [git+revsic/torch-nansypp, git+revsic/flowmodels] : Jax/Flax [git+revsic/jax-variational-diffwave]...

Variational Diffusion Models
Bayesian Variational Diffusion Models

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
Bayesian SurVAE Flows

SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows, Nielsen et al.

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ANF, VFlow
Bayesian ANF, VFlow

ANF, Augmented Normalizing Flows: Bridging the Gap Between Generative Flows and Latent Variable Models, Huang et al.

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Glow, Flow++
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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