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Variational Inference

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Showing 1951–1975 of 2274 papers

TitleStatusHype
Variational Inference based on Robust DivergencesCode0
Dropout Sampling for Robust Object Detection in Open-Set Conditions—0
On the challenges of learning with inference networks on sparse, high-dimensional dataCode0
A deep generative model for single-cell RNA sequencing with application to detecting differentially expressed genes—0
Bayesian Hypernetworks—0
A Dynamic Edge Exchangeable Model for Sparse Temporal Networks—0
α-Variational Inference with Statistical Guarantees—0
Learnable Explicit Density for Continuous Latent Space and Variational Inference—0
Variational Memory Addressing in Generative ModelsCode0
Perturbative Black Box Variational Inference—0
Variational inference for the multi-armed contextual banditCode0
A deep generative model for gene expression profiles from single-cell RNA sequencingCode0
Why ADAGRAD Fails for Online Topic Modeling—0
Variational Inference for Logical Inference—0
ProbFlow: Joint Optical Flow and Uncertainty Estimation—0
Variational Deep Semantic Hashing for Text DocumentsCode0
Anomaly Detection on Graph Time Series—0
Boosting Variational Inference: an Optimization Perspective—0
Learning Model Reparametrizations: Implicit Variational Inference by Fitting MCMC distributions—0
A Latent Variable Model for Two-Dimensional Canonical Correlation Analysis and its Variational Inference—0
Deep Recurrent Generative Decoder for Abstractive Text SummarizationCode0
From Patches to Images: A Nonparametric Generative ModelCode0
Multiple Clustering Views from Multiple Uncertain Experts—0
A Generative Parser with a Discriminative Recognition Algorithm—0
Improving Output Uncertainty Estimation and Generalization in Deep Learning via Neural Network Gaussian Processes—0
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