| Learning Invariances using the Marginal Likelihood | Aug 16, 2018 | Data AugmentationGaussian Processes | —Unverified | 0 |
| A Novel Method for Epileptic Seizure Detection Using Coupled Hidden Markov Models | Aug 10, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Linked Causal Variational Autoencoder for Inferring Paired Spillover Effects | Aug 9, 2018 | Variational Inference | CodeCode Available | 0 |
| Unbiased Implicit Variational Inference | Aug 6, 2018 | regressionVariational Inference | CodeCode Available | 0 |
| Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention | Aug 1, 2018 | Network EmbeddingRepresentation Learning | —Unverified | 0 |
| ARM: Augment-REINFORCE-Merge Gradient for Stochastic Binary Networks | Jul 30, 2018 | Data AugmentationVariational Inference | CodeCode Available | 0 |
| Deep Encoder-Decoder Models for Unsupervised Learning of Controllable Speech Synthesis | Jul 30, 2018 | Acoustic ModellingDecoder | —Unverified | 0 |
| Auto-Encoding Variational Neural Machine Translation | Jul 27, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| Infinite Mixture of Inverted Dirichlet Distributions | Jul 27, 2018 | Variational Inference | —Unverified | 0 |
| Variational Option Discovery Algorithms | Jul 26, 2018 | DecoderVariational Inference | —Unverified | 0 |
