Methods › Computer Vision › Generative Models › RAE

Regularized Autoencoders

RAE

26 papers tagged archive 2025-07-28

Introduced by Partha Ghosh et al. in From Variational to Deterministic Autoencoders

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

This method introduces several regularization schemes that can be applied to an Autoencoder. To make the model generative ex-post density estimation is proposed and consists in fitting a Mixture of Gaussian distribution on the train data embeddings after the model is trained.

Paper Source See Code · clementchadebec/benchmark_VAE

Papers archive 2025-07-28

26 shown of 26, 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.

Argumentative Ensembling for Robust Recourse under Model Multiplicity
25 Jun 2025 · 1 repository · arXiv:2506.20260
Rule-Assisted Attribute Embedding
10 Jun 2025 · 0 repositories · arXiv:2506.08314
DP-TRAE: A Dual-Phase Merging Transferable Reversible Adversarial Example for Image Privacy Protection
11 May 2025 · 0 repositories · arXiv:2505.06860
RAEncoder: A Label-Free Reversible Adversarial Examples Encoder for Dataset Intellectual Property Protection
1 Jan 2025 · 0 repositories
Automatic Prediction of the Performance of Every Parser
6 Jul 2024 · 0 repositories · arXiv:2407.05116
Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering
28 Mar 2024 · 1 repository · arXiv:2403.19631

Syntology ran 6 of 8 samples · 2 unverified · 8 pointer-only (licence)
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm
25 Mar 2024 · 0 repositories · arXiv:2403.16446
RAEDiff: Denoising Diffusion Probabilistic Models Based Reversible Adversarial Examples Self-Generation and Self-Recovery
25 Oct 2023 · 0 repositories · arXiv:2311.12858
RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps
8 Mar 2023 · 1 repository · arXiv:2303.04554
Provable Unrestricted Adversarial Training without Compromise with Generalizability
22 Jan 2023 · 0 repositories · arXiv:2301.09069
Schizophrenia detection based on EEG using Recurrent Auto-Encoder framework
9 Jul 2022 · 0 repositories · arXiv:2207.04262
DreamNet: A Deep Riemannian Network based on SPD Manifold Learning for Visual Classification
16 Jun 2022 · 0 repositories · arXiv:2206.07967
A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems
30 May 2022 · 0 repositories · arXiv:2205.15434
Learning Bidirectional Translation between Descriptions and Actions with Small Paired Data
8 Mar 2022 · 0 repositories · arXiv:2203.04218
Probabilistic Robust Autoencoders for Outlier Detection
1 Oct 2021 · 0 repositories · arXiv:2110.00494
ScRAE: Deterministic Regularized Autoencoders with Flexible Priors for Clustering Single-cell Gene Expression Data
16 Jul 2021 · 1 repository · arXiv:2107.07709
Adaptively Solving the Local-Minimum Problem for Deep Neural Networks
25 Dec 2020 · 0 repositories · arXiv:2012.13632
Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein
5 Oct 2020 · 2 repositories · arXiv:2010.01787

Syntology ran 0 of 2 samples · 2 unverified
Deliberative Acting, Online Planning and Learning with Hierarchical Operational Models
2 Oct 2020 · 0 repositories · arXiv:2010.01909
Recurrent autoencoder with sequence-aware encoding
15 Sep 2020 · 1 repository · arXiv:2009.07349
Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model
24 Jun 2020 · 2 repositories · arXiv:2006.13560

Syntology ran 0 of 5 samples · 5 unverified
Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization
30 Apr 2020 · 0 repositories · arXiv:2005.00061
Integrating Acting, Planning and Learning in Hierarchical Operational Models
9 Mar 2020 · 0 repositories · arXiv:2003.03932
Reversible Adversarial Attack based on Reversible Image Transformation
6 Nov 2019 · 0 repositories · arXiv:1911.02360
Deep unsupervised feature selection
25 Sep 2019 · 0 repositories
From Variational to Deterministic Autoencoders
29 Mar 2019 · 4 repositories · arXiv:1903.12436

Syntology ran 0 of 11 samples · 11 unverified

Tasks archive 2025-07-28

20 shown of 41 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Task	Papers
Decoder	3
Dimensionality Reduction	2
Adversarial Attack	1
Adversarial Robustness	1
Anomaly Detection	1
Attribute	1
Autonomous Driving	1
Clustering	1
Decision Making	1
Denoising	1
Density Estimation	1
Descriptive	1
EEG	1
Electroencephalogram (EEG)	1
Hallucination	1
Image Generation	1
Image Restoration	1
In-Context Learning	1
Language Modeling	1
Language Modelling	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (26 dated). Bars are counts, not a trend claim.

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

Generative Models

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