pendantic-euphoria

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(DM Reconst.) Ch.2 Variational Perspective - From VAEs to DDPM

Lai et al.

16 min read · May 14, 2026

2026 · diffusion_model the_principles_of_diffusion_models VAE HVAE DDPM ε-prediction x-prediction · diffusion_model
Normalizing Flows are Capable of Generative Models (Tarflow)

Zhai et al.

10 min read · March 16, 2026

2026 · tarflow transformer MAF AR · normalizing_flow
Density Estimation Using Real NVP

Dinh et al.

8 min read · March 07, 2026

2026 · real-NVP affine_coupling_layer masked_convolution · normalizing_flow
NICE - Non-Linear Independent Components Estimation

Dinh et al. 2015

10 min read · March 04, 2026

2026 · NICE coupling_layer rescaling · normalizing_flow
Variational Inference with Normalizing Flows

Rezende et al.

14 min read · February 28, 2026

2026 · LOTUS planar_flow radial_flow · normalizing_flow