| Nonparametric Variational Auto-encoders for Hierarchical Representation Learning | Mar 21, 2017 | ClusteringRepresentation Learning | —Unverified | 0 |
| Matched bipartite block model with covariates | Mar 15, 2017 | ClusteringCommunity Detection | —Unverified | 0 |
| Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models | Mar 13, 2017 | Variational Inference | CodeCode Available | 0 |
| Dropout Inference in Bayesian Neural Networks with Alpha-divergences | Mar 8, 2017 | Variational Inference | CodeCode Available | 0 |
| Autoencoding Variational Inference For Topic Models | Mar 4, 2017 | Topic ModelsVariational Inference | CodeCode Available | 1 |
| Gauging Variational Inference | Mar 3, 2017 | Variational Inference | —Unverified | 0 |
| Hierarchical Implicit Models and Likelihood-Free Variational Inference | Feb 28, 2017 | Generative Adversarial NetworkText Generation | —Unverified | 0 |
| Semi-parametric Network Structure Discovery Models | Feb 27, 2017 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |
| Variational Inference using Implicit Distributions | Feb 27, 2017 | DenoisingDensity Ratio Estimation | —Unverified | 0 |
| Dynamic Word Embeddings | Feb 27, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Scalable Inference for Nested Chinese Restaurant Process Topic Models | Feb 23, 2017 | Topic ModelsVariational Inference | —Unverified | 0 |
| Generative Temporal Models with Memory | Feb 15, 2017 | Variational Inference | —Unverified | 0 |
| Variational Policy for Guiding Point Processes | Jan 30, 2017 | Point ProcessesVariational Inference | —Unverified | 0 |
| Truncation-free Hybrid Inference for DPMM | Jan 13, 2017 | Variational Inference | —Unverified | 0 |
| Deep Probabilistic Programming | Jan 13, 2017 | Probabilistic ProgrammingVariational Inference | —Unverified | 0 |
| Coupled Compound Poisson Factorization | Jan 9, 2017 | ClusteringVariational Inference | —Unverified | 0 |
| Asynchronous Temporal Fields for Action Recognition | Dec 19, 2016 | Action ClassificationAction Recognition | CodeCode Available | 0 |
| Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering | Dec 15, 2016 | DecoderImage Captioning | —Unverified | 0 |
| Disentangling Space and Time in Video with Hierarchical Variational Auto-encoders | Dec 14, 2016 | ObjectTransfer Learning | —Unverified | 0 |
| Connection Discovery using Shared Images by Gaussian Relational Topic Model | Dec 12, 2016 | MarketingVariational Inference | —Unverified | 0 |
| Monte Carlo Structured SVI for Two-Level Non-Conjugate Models | Dec 12, 2016 | Gaussian ProcessesTopic Models | —Unverified | 0 |
| Semi-Supervised Learning with the Deep Rendering Mixture Model | Dec 6, 2016 | Variational Inference | —Unverified | 0 |
| The Generalized Reparameterization Gradient | Dec 1, 2016 | Variational Inference | —Unverified | 0 |
| Improved Variational Inference with Inverse Autoregressive Flow | Dec 1, 2016 | Image GenerationVariational Inference | CodeCode Available | 0 |
| Cooperative Graphical Models | Dec 1, 2016 | Variational Inference | —Unverified | 0 |
