conftrace_
← Models
Deep Learning › Models ›

Variational Inference

1,952 papers

Papers per year

2
9
31
252
103
'05
'10
'15
'20
'25

Papers

TTVAE: Transformer-Based Generative Modeling for Tabular Data Generation (Abstract Reprint) AAAI 2026
Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise AAAI 2026
Lithology-Aware Conditional Variational Autoencoder for Synthetic Well Log Generation in Petroleum Reservoirs (Student Abstract) AAAI 2026
Guided Latent Spaces for Controllable Multi-Scenario Generation in Autonomous Driving (Student Abstract) AAAI 2026
Prometheus: Unsupervised Discovery of Phase Transitions and Order Parameters in the 2D Ising Model Using Variational Autoencoders (Student Abstract) AAAI 2026
A Theoretical Framework for an Efficient Normalizing Flow-Based Solution to the Electronic Schrödinger Equation AAAI 2025
SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints AAAI 2025
Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis AAAI 2025
DreamUHD: Frequency Enhanced Variational Autoencoder for Ultra-High-Definition Image Restoration AAAI 2025
SSC-VAE: Structured Sparse Coding Based Variational Autoencoder for Detail Preserved Image Reconstruction AAAI 2025
Time Series Supplier Allocation via Deep Black-Litterman Model AAAI 2025
Auto Encoding Neural Process for Multi-interest Recommendation AAAI 2025
Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation AAAI 2025
DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation AAAI 2025
Learned Image Transmission with Hierarchical Variational Autoencoder AAAI 2025
Cradle-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement AAAI 2025
On the Trainability and Classical Simulability of Learning Matrix Product States Variationally AAAI 2025
Debiased Active Learning with Variational Gradient Rectifier AAAI 2025
Community-Aware Variational Autoencoder for Continuous Dynamic Networks AAAI 2025
Discrete Curvature Graph Information Bottleneck AAAI 2025
Enhance Vision-Language Alignment with Noise AAAI 2025
Structural Entropy Guided Probabilistic Coding AAAI 2025
Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach AAAI 2025
Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors AAAI 2025
Multimodal Variational Autoencoder: A Barycentric View AAAI 2025