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Variational Inference

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Showing 1051–1075 of 2274 papers

TitleStatusHype
A derivation of variational message passing (VMP) for latent Dirichlet allocation (LDA)—0
Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts—0
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation—0
VigDet: Knowledge Informed Neural Temporal Point Process for Coordination Detection on Social Media—0
Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels—0
TopicNet: Semantic Graph-Guided Topic DiscoveryCode0
Relay Variational Inference: A Method for Accelerated Encoderless VI—0
Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte CarloCode0
Regularizing Variational Autoencoder with Diversity and Uncertainty AwarenessCode0
Interpolating between sampling and variational inference with infinite stochastic mixturesCode0
VISinger: Variational Inference with Adversarial Learning for End-to-End Singing Voice Synthesis—0
Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modelingCode0
Is MC Dropout Bayesian?—0
Pathologies in priors and inference for Bayesian transformers—0
Marginally calibrated response distributions for end-to-end learning in autonomous drivingCode0
Conditional Deep Gaussian Processes: empirical Bayes hyperdata learningCode0
Variational Marginal Particle FiltersCode0
iLQR-VAE : control-based learning of input-driven dynamics with applications to neural data—0
Tractable Dendritic RNNs for Identifying Unknown Nonlinear Dynamical Systems—0
How to deal with missing data in supervised deep learning?—0
Learning From Unpaired Data: A Variational Bayes Approach—0
Variational Inference for Continuous-Time Switching Dynamical Systems—0
UNCERTAINTY QUANTIFICATION USING VARIATIONAL INFERENCE FOR BIOMEDICAL IMAGE SEGMENTATION—0
Function-Space Variational Inference for Deep Bayesian Classification—0
Neural Relational Inference with Node-Specific Information—0
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