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Variational Inference

Papers

Showing 11011150 of 2274 papers

TitleStatusHype
Bayesian Active Meta-Learning for Few Pilot Demodulation and EqualizationCode0
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation0
BoA-PTA, A Bayesian Optimization Accelerated Error-Free SPICE Solver0
Self-Supervised Inference in State-Space Models0
Structured Stochastic Gradient MCMCCode0
Subset-of-Data Variational Inference for Deep Gaussian-Processes RegressionCode0
Variational Topic Inference for Chest X-Ray Report Generation0
Principal component analysis for Gaussian process posteriors0
Input Dependent Sparse Gaussian Processes0
Hybrid Bayesian Neural Networks with Functional Probabilistic Layers0
Prb-GAN: A Probabilistic Framework for GAN Modelling0
Kernel Continual LearningCode0
Bayesian brains and the Rényi divergence0
Gradient-Based Quantification of Epistemic Uncertainty for Deep Object DetectorsCode0
MCMC Variational Inference via Uncorrected Hamiltonian Annealing0
Scaling Gaussian Processes with Derivative Information Using Variational Inference0
Bayesian Nonparametric Modelling for Model-Free Reinforcement Learning in LTE-LAA and Wi-Fi Coexistence0
InfoNCE is variational inference in a recognition parameterised model0
Dual Adversarial Variational Embedding for Robust Recommendation0
Variational Refinement for Importance Sampling Using the Forward Kullback-Leibler Divergence0
Dep-L_0: Improving L_0-based Network Sparsification via Dependency ModelingCode0
Use of Variational Inference in Music Emotion Recognition0
Scalable Gaussian Processes for Data-Driven Design using Big Data with Categorical Factors0
Predictive Control Using Learned State Space Models via Rolling Horizon Evolution0
ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian Models0
A Practical & Unified Notation for Information-Theoretic Quantities in ML0
Nested Variational Inference0
Local convexity of the TAP free energy and AMP convergence for Z2-synchronization0
Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise0
Dynamical Deep Generative Latent Modeling of 3D Skeletal Motion0
Wide Mean-Field Variational Bayesian Neural Networks Ignore the Data0
Posterior Temperature Optimization in Variational Inference for Inverse Problems0
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
Learning Nonparametric Volterra Kernels with Gaussian ProcessesCode0
Nonlinear Hawkes Processes in Time-Varying System0
Mixture weights optimisation for Alpha-Divergence Variational Inference0
Loss function based second-order Jensen inequality and its application to particle variational inference0
Probabilistic task modelling for meta-learningCode0
Stein ICP for Uncertainty Estimation in Point Cloud MatchingCode0
Variational Leakage: The Role of Information Complexity in Privacy LeakageCode0
Meta-Learning with Variational Semantic Memory for Word Sense DisambiguationCode0
A Deep Variational Bayesian Framework for Blind Image Deblurring0
Energy-Based Learning for Cooperative Games, with Applications to Valuation Problems in Machine Learning0
Challenges for BBVI with Normalizing Flows0
-VAEs : Optimising variational inference by learning data-dependent divergence skew0
Transformation Models for Flexible Posteriors in Variational BayesCode0
Stochastic Collapsed Variational Inference for Structured Gaussian Process Regression Network0
Consistency Regularization for Variational Auto-EncodersCode0
Scalable Marked Point Processes for Exchangeable and Non-Exchangeable Event SequencesCode0
Classification and Uncertainty Quantification of Corrupted Data using Semi-Supervised Autoencoders0
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