| Energy-Based Learning for Cooperative Games, with Applications to Valuation Problems in Machine Learning | Jun 5, 2021 | Data ValuationVariational Inference | —Unverified | 0 |
| Variational Leakage: The Role of Information Complexity in Privacy Leakage | Jun 5, 2021 | AttributeFace Recognition | CodeCode Available | 0 |
| Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation | Jun 5, 2021 | DiversityMeta-Learning | CodeCode Available | 0 |
| Deep Switching State Space Model (DS^3M) for Nonlinear Time Series Forecasting with Regime Switching | Jun 4, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| -VAEs : Optimising variational inference by learning data-dependent divergence skew | Jun 2, 2021 | DenoisingVariational Inference | —Unverified | 0 |
| Challenges for BBVI with Normalizing Flows | Jun 2, 2021 | Variational Inference | —Unverified | 0 |
| A Differentiable Point Process with Its Application to Spiking Neural Networks | Jun 2, 2021 | Variational Inference | CodeCode Available | 1 |
| Stochastic Collapsed Variational Inference for Structured Gaussian Process Regression Network | Jun 1, 2021 | ImputationMissing Values | —Unverified | 0 |
| Transformation Models for Flexible Posteriors in Variational Bayes | Jun 1, 2021 | Variational Inference | CodeCode Available | 0 |
| Consistency Regularization for Variational Auto-Encoders | May 31, 2021 | Image GenerationVariational Inference | CodeCode Available | 0 |
| Scalable Marked Point Processes for Exchangeable and Non-Exchangeable Event Sequences | May 30, 2021 | Point ProcessesVariational Inference | CodeCode Available | 0 |
| Non-negative matrix factorization algorithms greatly improve topic model fits | May 27, 2021 | parameter estimationTopic Models | CodeCode Available | 1 |
| Classification and Uncertainty Quantification of Corrupted Data using Semi-Supervised Autoencoders | May 27, 2021 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |
| Bayesian Nonparametric Reinforcement Learning in LTE and Wi-Fi Coexistence | May 25, 2021 | Fairnessreinforcement-learning | —Unverified | 0 |
| DiBS: Differentiable Bayesian Structure Learning | May 25, 2021 | Causal DiscoveryVariational Inference | CodeCode Available | 1 |
| How particular is the physics of the free energy principle? | May 24, 2021 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Scalable Cross Validation Losses for Gaussian Process Models | May 24, 2021 | ClassificationMulti-class Classification | —Unverified | 0 |
| Challenges and Opportunities in High Dimensional Variational Inference | May 21, 2021 | Variational InferenceVocal Bursts Intensity Prediction | —Unverified | 0 |
| Geometric variational inference | May 21, 2021 | Variational Inference | —Unverified | 0 |
| Robust Unsupervised Multi-Object Tracking in Noisy Environments | May 20, 2021 | Multi-Object TrackingObject | CodeCode Available | 0 |
| Nonlinear Hawkes Process with Gaussian Process Self Effects | May 20, 2021 | Bayesian InferenceData Augmentation | —Unverified | 0 |
| Boosting Variational Inference With Locally Adaptive Step-Sizes | May 19, 2021 | Variational Inference | —Unverified | 0 |
| Aleatoric uncertainty for Errors-in-Variables models in deep regression | May 19, 2021 | regressionVariational Inference | —Unverified | 0 |
| AtomAI: A Deep Learning Framework for Analysis of Image and Spectroscopy Data in (Scanning) Transmission Electron Microscopy and Beyond | May 16, 2021 | DecoderDisentanglement | —Unverified | 0 |
| Matching Visual Features to Hierarchical Semantic Topics for Image Paragraph Captioning | May 10, 2021 | Image Paragraph CaptioningLanguage Modeling | CodeCode Available | 0 |
