Methods › Computer Vision › Generative Models › Hierarchical VAE

Hierarchical Variational Autoencoder

Hierarchical VAE

25 papers tagged archive 2025-07-28

Introduced by Casper Kaae Sønderby et al. in Ladder Variational Autoencoders

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

25 shown of 25, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Unveiling Secrets of Brain Function With Generative Modeling: Motion Perception in Primates & Cortical Network Organization in Mice
  25 Dec 2024 · 0 repositories · arXiv:2412.19845
• Hierarchical VAE with a Diffusion-based VampPrior
  2 Dec 2024 · 1 repository · arXiv:2412.01373
  Syntology ran 1 of 2 samples · 1 unverified · 2 pointer-only (licence)
• FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decomposition
  30 Aug 2024 · 1 repository · arXiv:2408.17090
• Theoretical Bound-Guided Hierarchical VAE for Neural Image Codecs
  27 Mar 2024 · 1 repository · arXiv:2403.18535
• Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media
  29 Jan 2024 · 0 repositories · arXiv:2401.16240
• Improving Unsupervised Hierarchical Representation with Reinforcement Learning
  1 Jan 2024 · 1 repository
• Hierarchical VAEs provide a normative account of motion processing in the primate brain
  21 Sep 2023 · 0 repositories
• Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction
  18 Aug 2023 · 1 repository · arXiv:2309.00073
  Syntology ran 11 of 14 samples · 3 unverified · 14 pointer-only (licence)
• Slot-VAE: Object-Centric Scene Generation with Slot Attention
  12 Jun 2023 · 0 repositories · arXiv:2306.06997
• Beyond Vanilla Variational Autoencoders: Detecting Posterior Collapse in Conditional and Hierarchical Variational Autoencoders
  8 Jun 2023 · 0 repositories · arXiv:2306.05023
• Discouraging posterior collapse in hierarchical Variational Autoencoders using context
  20 Feb 2023 · 1 repository · arXiv:2302.09976
• QARV: Quantization-Aware ResNet VAE for Lossy Image Compression
  16 Feb 2023 · 2 repositories · arXiv:2302.08899
  Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
• Predictive World Models from Real-World Partial Observations
  12 Jan 2023 · 1 repository · arXiv:2301.04783
• LION: Latent Point Diffusion Models for 3D Shape Generation
  12 Oct 2022 · 2 repositories · arXiv:2210.06978
• Efficient-VDVAE: Less is more
  25 Mar 2022 · 1 repository · arXiv:2203.13751
• Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo
  9 Feb 2022 · 1 repository · arXiv:2202.04599
  Syntology ran 0 of 6 samples · 6 unverified
• SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data
  29 Mar 2021 · 2 repositories · arXiv:2103.15619
  Syntology ran 17 of 27 samples · 10 unverified
• Spatial Dependency Networks: Neural Layers for Improved Generative Image Modeling
  16 Mar 2021 · 1 repository · arXiv:2103.08877
• Hierarchical Variational Autoencoder for Visual Counterfactuals
  1 Feb 2021 · 0 repositories · arXiv:2102.00854
• HAVANA: Hierarchical and Variation-Normalized Autoencoder for Person Re-identification
  6 Jan 2021 · 0 repositories · arXiv:2101.02568
• Variance Reduction in Hierarchical Variational Autoencoders
  1 Jan 2021 · 0 repositories
• Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images
  20 Nov 2020 · 8 repositories · arXiv:2011.10650
  Syntology ran 8 of 9 samples · 1 unverified · 4 pointer-only (licence)
• NVAE: A Deep Hierarchical Variational Autoencoder
  8 Jul 2020 · 10 repositories · arXiv:2007.03898
  Syntology ran 23 of 41 samples · 18 unverified · 23 pointer-only (licence)
• On the Necessity and Effectiveness of Learning the Prior of Variational Auto-Encoder
  31 May 2019 · 0 repositories · arXiv:1905.13452
• Ladder Variational Autoencoders
  6 Feb 2016 · 5 repositories · arXiv:1602.02282
  Syntology ran 2 of 9 samples · 7 unverified

Tasks archive 2025-07-28

20 shown of 31 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

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