| VISinger: Variational Inference with Adversarial Learning for End-to-End Singing Voice Synthesis | Oct 17, 2021 | DecoderRhythm | —Unverified | 0 |
| Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling | Oct 12, 2021 | modelVariational Inference | CodeCode Available | 0 |
| Is MC Dropout Bayesian? | Oct 8, 2021 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |
| Pathologies in priors and inference for Bayesian transformers | Oct 8, 2021 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Marginally calibrated response distributions for end-to-end learning in autonomous driving | Oct 3, 2021 | Autonomous DrivingPrediction Intervals | CodeCode Available | 0 |
| Conditional Deep Gaussian Processes: empirical Bayes hyperdata learning | Oct 1, 2021 | Gaussian ProcessesVariational Inference | CodeCode Available | 0 |
| Variational Marginal Particle Filters | Sep 30, 2021 | State Space ModelsVariational Inference | CodeCode Available | 0 |
| iLQR-VAE : control-based learning of input-driven dynamics with applications to neural data | Sep 29, 2021 | Model OptimizationVariational Inference | —Unverified | 0 |
| How to deal with missing data in supervised deep learning? | Sep 29, 2021 | Deep LearningInductive Bias | —Unverified | 0 |
| Variational Inference for Continuous-Time Switching Dynamical Systems | Sep 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
