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Variational Inference

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Showing 2201–2250 of 2274 papers

TitleStatusHype
Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian GradientsCode0
Robust and Scalable Gaussian Process Regression and Its ApplicationsCode0
Bayesian Neural Networks for Virtual Flow Metering: An Empirical StudyCode0
vGraph: A Generative Model for Joint Community Detection and Node Representation LearningCode0
Matching Visual Features to Hierarchical Semantic Topics for Image Paragraph CaptioningCode0
Bayesian Meta-Reinforcement Learning with Laplace Variational Recurrent NetworksCode0
Adaptive importance sampling for heavy-tailed distributions via α-divergence minimizationCode0
Robust Inference of Dynamic Covariance Using Wishart Processes and Sequential Monte CarloCode0
Variational Approaches for Auto-Encoding Generative Adversarial NetworksCode0
Variational Approximation Error in Bayesian Non-negative Matrix FactorizationCode0
Variational Augmentation for Enhancing Historical Document Image BinarizationCode0
Bayesian Learning for Deep Neural Network AdaptationCode0
Understanding the Trade-offs in Accuracy and Uncertainty Quantification: Architecture and Inference Choices in Bayesian Neural NetworksCode0
Variational AutoEncoder For Regression: Application to Brain Aging AnalysisCode0
The computational asymptotics of Gaussian variational inference and the Laplace approximationCode0
Robust Unsupervised Multi-Object Tracking in Noisy EnvironmentsCode0
VITS : Variational Inference Thompson Sampling for contextual banditsCode0
Bayesian Inference on Brain-Computer Interfaces via GLASSCode0
The Deep Weight PriorCode0
Bayesian Inference ForgettingCode0
The Dynamic Embedded Topic ModelCode0
Meta-Amortized Variational Inference and LearningCode0
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
MetaKernel: Learning Variational Random Features with Limited LabelsCode0
PhiNet v2: A Mask-Free Brain-Inspired Vision Foundation Model from VideoCode0
Probabilistic Constrained Reinforcement Learning with Formal InterpretabilityCode0
Adaptive Path-Integral Autoencoder: Representation Learning and Planning for Dynamical SystemsCode0
Meta-Learning with Shared Amortized Variational InferenceCode0
Meta-Learning with Variational Semantic Memory for Word Sense DisambiguationCode0
Variational Inference with Latent Space Quantization for Adversarial ResilienceCode0
Metric Gaussian Variational InferenceCode0
The Gaussian-Linear Hidden Markov model: a Python packageCode0
MFAI: A Scalable Bayesian Matrix Factorization Approach to Leveraging Auxiliary InformationCode0
Variational Inference for Learning Representations of Natural Language EditsCode0
Mixed Likelihood Gaussian Process Latent Variable ModelCode0
Sampling-Free Variational Inference of Bayesian Neural Networks by Variance BackpropagationCode0
Mixed Variational InferenceCode0
Reliable Categorical Variational Inference with Mixture of Discrete Normalizing FlowsCode0
Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein spaceCode0
Uncertainty Estimations by Softplus normalization in Bayesian Convolutional Neural Networks with Variational InferenceCode0
VOS: a Method for Variational Oversampling of Imbalanced DataCode0
Variational Bayesian Bow tie Neural Networks with ShrinkageCode0
Composing graphical models with neural networks for structured representations and fast inferenceCode0
Scalable Marked Point Processes for Exchangeable and Non-Exchangeable Event SequencesCode0
Modeling and inference of spatio-temporal protein dynamics across brain networksCode0
Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point ProcessesCode0
The Neural Moving Average Model for Scalable Variational Inference of State Space ModelsCode0
Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processesCode0
The Odyssey of the Fittest: Can Agents Survive and Still Be Good?Code0
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational InferenceCode0
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