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Variational Inference

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TitleStatusHype
Accelerating Convergence of Stein Variational Gradient Descent via Deep UnfoldingCode0
A Framework for Variational Inference of Lightweight Bayesian Neural Networks with Heteroscedastic Uncertainties—0
Bayesian Neural Networks with Domain Knowledge Priors—0
Variational Entropy Search for Adjusting Expected Improvement—0
Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes—0
Training Bayesian Neural Networks with Sparse Subspace Variational InferenceCode0
MCMC-driven learning—0
Variational Continual Test-Time Adaptation—0
Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage?Code0
Latent variable model for high-dimensional point process with structured missingnessCode0
The VampPrior Mixture ModelCode0
Variational Flow Models: Flowing in Your StyleCode0
Variational DAG Estimation via State Augmentation With Stochastic Permutations—0
A Differentiable Partially Observable Generalized Linear Model with Forward-Backward Message Passing—0
Activity Detection for Massive Connectivity in Cell-free Networks with Unknown Large-scale Fading, Channel Statistics, Noise Variance, and Activity Probability: A Bayesian ApproachCode0
Multilayer Simplex-structured Matrix Factorization for Hyperspectral Unmixing with Endmember Variability—0
Towards Improved Variational Inference for Deep Bayesian Models—0
Efficient and Generalized end-to-end Autonomous Driving System with Latent Deep Reinforcement Learning and Demonstrations—0
Provably Scalable Black-Box Variational Inference with Structured Variational Families—0
Efficient Nonparametric Tensor Decomposition for Binary and Count DataCode0
Scalable and Efficient Methods for Uncertainty Estimation and Reduction in Deep Learning—0
VI-PANN: Harnessing Transfer Learning and Uncertainty-Aware Variational Inference for Improved Generalization in Audio Pattern RecognitionCode0
DualVAE: Dual Disentangled Variational AutoEncoder for RecommendationCode0
Text-Video Retrieval via Variational Multi-Modal Hypergraph Networks—0
Complementary Information Mutual Learning for Multimodality Medical Image Segmentation—0
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