Variational Inference

INRetouch: Context Aware Implicit Neural Representation for Photography Retouching WACV 2026 Interest-driven Deep Multi-modal Clustering AAAI 2026 Intervention-Aware Time Series Modeling: Capturing and Evaluating Feature Dependencies AAAI 2026 Learning Structurally Stabilized Representations for Lossless DNA Storage AAAI 2026 Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study AAAI 2026 Lithology-Aware Conditional Variational Autoencoder for Synthetic Well Log Generation in Petroleum Reservoirs (Student Abstract) AAAI 2026 M²VAE: Multi-Modal Multi-View Variational Autoencoder for Cold-start Item Recommendation AAAI 2026 Modeling Trend Dynamics with Variational Neural ODEs for Information Popularity Prediction AAAI 2026 Modelling the Effects of Hearing Loss on Neural Coding in the Auditory Midbrain with Variational Conditioning AAAI 2026 MoToRec: Sparse-Regularized Multimodal Tokenization for Cold-Start Recommender AAAI 2026 Multi-Aspect Cross-modal Quantization for Generative Recommendation AAAI 2026 Multimodal Gaussian Mixture Variational Autoencoder with Consistency Regularizations AAAI 2026 Neural Diffusion Intensity Models for Point Process Data UAI 2026 Out-of-Context Misinformation Detection via Variational Domain-Invariant Learning with Test-Time Training AAAI 2026 PaSE: Prototype-aligned Calibration and Shapley-based Equilibrium for Multimodal Sentiment Analysis AAAI 2026 Physical-regularized Hierarchical Generative Model for Metallic Glass Structural Generation and Energy Prediction AAAI 2026 Prometheus: Unsupervised Discovery of Phase Transitions and Order Parameters in the 2D Ising Model Using Variational Autoencoders (Student Abstract) AAAI 2026 ProtoGMVAE: A Variational Auto-Encoder with True Gaussian Mixture Prior for Prototypical-based Self-Explainability WACV 2026 Pyramidal Spectrum: Frequency-based Hierarchically Vector Quantized VAE for Videos WACV 2026 SELDON: Supernova Explosions Learned by Deep ODE Networks AAAI 2026 ShaLa: Multimodal Shared Latent Generative Modelling AAAI 2026 ST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization AAAI 2026 The Structure-Equivalent Prior: Unifying Temporal Dynamics and 3D Evolution in 4D Latent Space AAAI 2026 Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise AAAI 2026 TraceTrans: Translation and Spatial Tracing for Surgical Prediction AAAI 2026