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Variational Inference

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Showing 1751–1800 of 2274 papers

TitleStatusHype
Good Initializations of Variational Bayes for Deep Models—0
Variational Noise-Contrastive EstimationCode1
The Deep Weight PriorCode0
Metropolis-Hastings view on variational inference and adversarial training—0
Data Association with Gaussian Processes—0
Variational Bayesian Monte CarloCode1
Deep Active InferenceCode1
Deterministic Variational Inference for Robust Bayesian Neural NetworksCode0
Doubly Reparameterized Gradient Estimators for Monte Carlo ObjectivesCode0
Deep Diffeomorphic Normalizing Flows—0
Doubly Semi-Implicit Variational Inference—0
Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational InferenceCode0
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative ModelsCode1
GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic ModelCode0
Compiling Stan to Generative Probabilistic Languages and Extension to Deep Probabilistic ProgrammingCode0
Improved Gradient-Based Optimization Over Discrete Distributions—0
Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers—0
A NOVEL VARIATIONAL FAMILY FOR HIDDEN NON-LINEAR MARKOV MODELS—0
Ergodic Measure Preserving Flows—0
Deep Probabilistic Video Compression—0
Probabilistic Knowledge Graph Embeddings—0
Improved Gradient Estimators for Stochastic Discrete Variables—0
Variance reduction properties of the reparameterization trick—0
Practical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach—0
Orthogonally Decoupled Variational Gaussian ProcessesCode0
Predictive Collective Variable Discovery with Deep Bayesian ModelsCode0
Measuring Systematic Risk with Neural Network Factor Model—0
Bayesian Semi-supervised Learning with Graph Gaussian ProcessesCode0
Discretely Relaxing Continuous Variables for tractable Variational InferenceCode1
Endowing Robots with Longer-term Autonomy by Recovering from External Disturbances in Manipulation through Grounded Anomaly Classification and Recovery Policies—0
Collapsed Variational Inference for Nonparametric Bayesian Group Factor AnalysisCode0
Classification by Re-generation: Towards Classification Based on Variational InferenceCode0
Variational Approximation Error in Bayesian Non-negative Matrix FactorizationCode0
Non-Parametric Variational Inference with Graph Convolutional Networks for Gaussian Processes—0
Coherence-Aware Neural Topic ModelingCode0
VOS: a Method for Variational Oversampling of Imbalanced DataCode0
Improving Explorability in Variational Inference with Annealed Variational ObjectivesCode0
t-Exponential Memory Networks for Question-Answering Machines—0
Importance Weighting and Variational Inference—0
Learning Supervised Topic Models for Classification and Regression from Crowds—0
Learning Invariances using the Marginal Likelihood—0
A Novel Method for Epileptic Seizure Detection Using Coupled Hidden Markov Models—0
Linked Causal Variational Autoencoder for Inferring Paired Spillover EffectsCode0
Unbiased Implicit Variational InferenceCode0
Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention—0
ARM: Augment-REINFORCE-Merge Gradient for Stochastic Binary NetworksCode0
Deep Encoder-Decoder Models for Unsupervised Learning of Controllable Speech Synthesis—0
Auto-Encoding Variational Neural Machine TranslationCode0
Infinite Mixture of Inverted Dirichlet Distributions—0
Variational Option Discovery Algorithms—0
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