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Variational Inference

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TitleStatusHype
Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric FactorizationCode0
Score Operator Newton transport—0
Seismic Random Noise Attenuation Based on Non-IID Pixel-Wise Gaussian Noise ModelingCode0
Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics—0
A stable deep adversarial learning approach for geological facies generation—0
Fully Bayesian VIB-DeepSSMCode0
FedHB: Hierarchical Bayesian Federated Learning—0
Atmospheric Turbulence Correction via Variational Deep Diffusion—0
Variational Nonlinear Kalman Filtering with Unknown Process Noise Covariance—0
Towards Causal Representation Learning and Deconfounding from Indefinite Data—0
Tensorizing flows: a tool for variational inference—0
Variational Inference for Bayesian Neural Networks under Model and Parameter UncertaintyCode0
Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach—0
Machine Learning and the Future of Bayesian Computation—0
Likelihood-Based Generative Radiance Field with Latent Space Energy-Based Model for 3D-Aware Disentangled Image Representation—0
The Deep Latent Position Topic Model for Clustering and Representation of Networks with Textual Edges—0
Bayesian Inference on Brain-Computer Interfaces via GLASSCode0
Black Box Variational Inference with a Deterministic Objective: Faster, More Accurate, and Even More Black BoxCode0
Forward-backward Gaussian variational inference via JKO in the Bures-Wasserstein Space—0
Variational Distribution Learning for Unsupervised Text-to-Image Generation—0
The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting—0
Efficient Alternating Minimization Solvers for Wyner Multi-View Unsupervised LearningCode0
Variational Inference for Longitudinal Data Using Normalizing FlowsCode0
Dynamical Hyperspectral Unmixing with Variational Recurrent Neural NetworksCode0
Convergence Analysis of Stochastic Gradient Descent with MCMC Estimators—0
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