| Robust Learning of Parsimonious Deep Neural Networks | May 10, 2022 | Variational Inference | —Unverified | 0 |
| A Probabilistic Generative Model of Free Categories | May 9, 2022 | modelVariational Inference | —Unverified | 0 |
| ReCAB-VAE: Gumbel-Softmax Variational Inference Based on Analytic Divergence | May 9, 2022 | Speech Synthesistext-to-speech | —Unverified | 0 |
| Variational Sparse Coding with Learned Thresholding | May 7, 2022 | Variational Inference | CodeCode Available | 1 |
| Optimal Lighting Control in Greenhouses Using Bayesian Neural Networks for Sunlight Prediction | May 7, 2022 | PredictionVariational Inference | —Unverified | 0 |
| Probabilistic Control and Majorization of Optimal Control | May 6, 2022 | Decision MakingVariational Inference | —Unverified | 0 |
| A Bayesian Detect to Track System for Robust Visual Object Tracking and Semi-Supervised Model Learning | May 5, 2022 | Object TrackingState Estimation | —Unverified | 0 |
| VICE: Variational Interpretable Concept Embeddings | May 2, 2022 | Experimental DesignObject | CodeCode Available | 1 |
| Cluster-based Regression using Variational Inference and Applications in Financial Forecasting | May 2, 2022 | Computational Efficiencyregression | —Unverified | 0 |
| Streaming Inference for Infinite Non-Stationary Clustering | May 2, 2022 | ClusteringVariational Inference | —Unverified | 0 |
| Variational Kalman Filtering with Hinf-Based Correction for Robust Bayesian Learning in High Dimensions | Apr 27, 2022 | Variational Inference | —Unverified | 0 |
| Blind Equalization and Channel Estimation in Coherent Optical Communications Using Variational Autoencoders | Apr 25, 2022 | Variational Inference | CodeCode Available | 1 |
| Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach | Apr 21, 2022 | DenoisingImage Denoising | CodeCode Available | 1 |
| An Energy-Based Prior for Generative Saliency | Apr 19, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| A Variational Approach to Bayesian Phylogenetic Inference | Apr 16, 2022 | Efficient ExplorationVariational Inference | CodeCode Available | 0 |
| Conditional Injective Flows for Bayesian Imaging | Apr 15, 2022 | Image RestorationUncertainty Quantification | CodeCode Available | 0 |
| A Personalized Dialogue Generator with Implicit User Persona Detection | Apr 15, 2022 | Variational Inference | —Unverified | 0 |
| Gaussian Processes for Missing Value Imputation | Apr 10, 2022 | Gaussian ProcessesImputation | CodeCode Available | 1 |
| Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors | Apr 4, 2022 | DecoderDiversity | CodeCode Available | 1 |
| Discretely Indexed Flows | Apr 4, 2022 | Density EstimationVariational Inference | CodeCode Available | 0 |
| Provable concept learning for interpretable predictions using variational autoencoders | Apr 1, 2022 | Variational Inference | CodeCode Available | 1 |
| Quantum-Aided Meta-Learning for Bayesian Binary Neural Networks via Born Machines | Mar 31, 2022 | Meta-LearningVariational Inference | —Unverified | 0 |
| A Framework for Improving the Reliability of Black-box Variational Inference | Mar 29, 2022 | Bayesian InferenceStochastic Optimization | CodeCode Available | 1 |
| Treatment Learning Causal Transformer for Noisy Image Classification | Mar 29, 2022 | BenchmarkingClassification | —Unverified | 0 |
| A Sparsity-promoting Dictionary Model for Variational Autoencoders | Mar 29, 2022 | modelVariational Inference | —Unverified | 0 |
