Methods › Computer Vision › Generative Models › cVAE

Conditional Variational Auto Encoder

cVAE

100 papers tagged archive 2025-07-28

Introduced by Kihyuk Sohn et al. in Learning Structured Output Representation using Deep Conditional Generative Models

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

30 shown of 100, 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.

• Prediction of steady states in a marine ecosystem model by a machine learning technique
  12 Jun 2025 · 0 repositories · arXiv:2506.10475
• Variational Inference Optimized Using the Curved Geometry of Coupled Free Energy
  10 Jun 2025 · 0 repositories · arXiv:2506.09091
• Aerial Secure Collaborative Communications under Eavesdropper Collusion in Low-altitude Economy: A Generative Swarm Intelligent Approach
  2 Mar 2025 · 0 repositories · arXiv:2503.00721
• In-Context Meta LoRA Generation
  29 Jan 2025 · 0 repositories · arXiv:2501.17635
  Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
• Mobile-TeleVision: Predictive Motion Priors for Humanoid Whole-Body Control
  10 Dec 2024 · 0 repositories · arXiv:2412.07773
• Generating the Traces You Need: A Conditional Generative Model for Process Mining Data
  4 Nov 2024 · 1 repository · arXiv:2411.02131
• Conditional Latent Space Molecular Scaffold Optimization for Accelerated Molecular Design
  3 Nov 2024 · 0 repositories · arXiv:2411.01423
• Wavetable Synthesis Using CVAE for Timbre Control Based on Semantic Label
  24 Oct 2024 · 2 repositories · arXiv:2410.18628
• Univariate Conditional Variational Autoencoder for Morphogenic Patterns Design in Frontal Polymerization-Based Manufacturing
  23 Oct 2024 · 1 repository · arXiv:2410.17518
• CVAM-Pose: Conditional Variational Autoencoder for Multi-Object Monocular Pose Estimation
  11 Oct 2024 · 1 repository · arXiv:2410.09010
• Point Cloud Compression with Bits-back Coding
  9 Oct 2024 · 0 repositories · arXiv:2410.18115
• The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual Explanations
  19 Sep 2024 · 1 repository · arXiv:2409.12952
• Predicting Critical Heat Flux with Uncertainty Quantification and Domain Generalization Using Conditional Variational Autoencoders and Deep Neural Networks
  9 Sep 2024 · 0 repositories · arXiv:2409.05790
• An Efficient and Explanatory Image and Text Clustering System with Multimodal Autoencoder Architecture
  14 Aug 2024 · 0 repositories · arXiv:2408.07791
• Privacy-preserving datasets by capturing feature distributions with Conditional VAEs
  1 Aug 2024 · 1 repository · arXiv:2408.00639
• Using Galaxy Evolution as Source of Physics-Based Ground Truth for Generative Models
  9 Jul 2024 · 1 repository · arXiv:2407.07229
• Stock Volume Forecasting with Advanced Information by Conditional Variational Auto-Encoder
  19 Jun 2024 · 0 repositories · arXiv:2406.19414
• Generating Comprehensive Lithium Battery Charging Data with Generative AI
  11 Apr 2024 · 0 repositories · arXiv:2404.07577
• SocialCVAE: Predicting Pedestrian Trajectory via Interaction Conditioned Latents
  27 Feb 2024 · 1 repository · arXiv:2402.17339
• Deep Generative Model-based Synthesis of Four-bar Linkage Mechanisms with Target Conditions
  22 Feb 2024 · 1 repository · arXiv:2402.14882
• Variational Auto-Encoder Based Deep Learning Technique For Filling Gaps in Reacting PIV Data
  11 Dec 2023 · 0 repositories · arXiv:2312.06461
• Robust Errant Beam Prognostics with Conditional Modeling for Particle Accelerators
  22 Nov 2023 · 0 repositories · arXiv:2312.10040
• A Generative Neural Network Approach for 3D Multi-Criteria Design Generation and Optimization of an Engine Mount for an Unmanned Air Vehicle
  6 Nov 2023 · 0 repositories · arXiv:2311.03414
• Conditional Unscented Autoencoders for Trajectory Prediction
  30 Oct 2023 · 1 repository · arXiv:2310.19944
• Beyond the Typical: Modeling Rare Plausible Patterns in Chemical Reactions by Leveraging Sequential Mixture-of-Experts
  7 Oct 2023 · 0 repositories · arXiv:2310.04674
• Autism Spectrum Disorder Classification in Children based on Structural MRI Features Extracted using Contrastive Variational Autoencoder
  3 Jul 2023 · 0 repositories · arXiv:2307.00976
• A Conditional Flow Variational Autoencoder for Controllable Synthesis of Virtual Populations of Anatomy
  26 Jun 2023 · 0 repositories · arXiv:2306.14680
• Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation
  24 May 2023 · 1 repository · arXiv:2305.15025
• Technical outlier detection via convolutional variational autoencoder for the ADMANI breast mammogram dataset
  20 May 2023 · 0 repositories · arXiv:2305.12068
• Conditional variational autoencoder with Gaussian process regression recognition for parametric models
  16 May 2023 · 0 repositories · arXiv:2305.09625

Tasks archive 2025-07-28

20 shown of 125 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

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections