| Bayesian Active Meta-Learning for Few Pilot Demodulation and Equalization | Aug 2, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation | Aug 1, 2021 | DecoderSentence | —Unverified | 0 |
| BoA-PTA, A Bayesian Optimization Accelerated Error-Free SPICE Solver | Jul 31, 2021 | Bayesian OptimizationVariational Inference | —Unverified | 0 |
| Self-Supervised Inference in State-Space Models | Jul 28, 2021 | Audio DenoisingDenoising | —Unverified | 0 |
| Structured Stochastic Gradient MCMC | Jul 19, 2021 | Bayesian InferenceVariational Inference | CodeCode Available | 0 |
| Subset-of-Data Variational Inference for Deep Gaussian-Processes Regression | Jul 17, 2021 | Gaussian Processesregression | CodeCode Available | 0 |
| Variational Topic Inference for Chest X-Ray Report Generation | Jul 15, 2021 | DiversitySentence | —Unverified | 0 |
| Principal component analysis for Gaussian process posteriors | Jul 15, 2021 | Meta-LearningVariational Inference | —Unverified | 0 |
| Input Dependent Sparse Gaussian Processes | Jul 15, 2021 | Gaussian ProcessesVariational Inference | —Unverified | 0 |
| Hybrid Bayesian Neural Networks with Functional Probabilistic Layers | Jul 14, 2021 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Prb-GAN: A Probabilistic Framework for GAN Modelling | Jul 12, 2021 | DiversityVariational Inference | —Unverified | 0 |
| Kernel Continual Learning | Jul 12, 2021 | Continual LearningVariational Inference | CodeCode Available | 0 |
| Bayesian brains and the Rényi divergence | Jul 12, 2021 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Gradient-Based Quantification of Epistemic Uncertainty for Deep Object Detectors | Jul 9, 2021 | Objectobject-detection | CodeCode Available | 0 |
| MCMC Variational Inference via Uncorrected Hamiltonian Annealing | Jul 8, 2021 | Variational Inference | —Unverified | 0 |
| Scaling Gaussian Processes with Derivative Information Using Variational Inference | Jul 8, 2021 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Bayesian Nonparametric Modelling for Model-Free Reinforcement Learning in LTE-LAA and Wi-Fi Coexistence | Jul 6, 2021 | Autonomous DrivingBayesian Inference | —Unverified | 0 |
| InfoNCE is variational inference in a recognition parameterised model | Jul 6, 2021 | Bayesian InferenceSelf-Supervised Learning | —Unverified | 0 |
| Dual Adversarial Variational Embedding for Robust Recommendation | Jun 30, 2021 | Variational Inference | —Unverified | 0 |
| Variational Refinement for Importance Sampling Using the Forward Kullback-Leibler Divergence | Jun 30, 2021 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Dep-L_0: Improving L_0-based Network Sparsification via Dependency Modeling | Jun 30, 2021 | Network PruningVariational Inference | CodeCode Available | 0 |
| Use of Variational Inference in Music Emotion Recognition | Jun 27, 2021 | Emotion RecognitionMusic Emotion Recognition | —Unverified | 0 |
| Scalable Gaussian Processes for Data-Driven Design using Big Data with Categorical Factors | Jun 26, 2021 | Gaussian ProcessesVariational Inference | —Unverified | 0 |
| Predictive Control Using Learned State Space Models via Rolling Horizon Evolution | Jun 25, 2021 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian Models | Jun 23, 2021 | Density EstimationVariational Inference | —Unverified | 0 |
| A Practical & Unified Notation for Information-Theoretic Quantities in ML | Jun 22, 2021 | Active LearningExperimental Design | —Unverified | 0 |
| Nested Variational Inference | Jun 21, 2021 | Variational Inference | —Unverified | 0 |
| Local convexity of the TAP free energy and AMP convergence for Z2-synchronization | Jun 21, 2021 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise | Jun 19, 2021 | DenoisingVariational Inference | —Unverified | 0 |
| Dynamical Deep Generative Latent Modeling of 3D Skeletal Motion | Jun 18, 2021 | SegmentationVariational Inference | —Unverified | 0 |
| Wide Mean-Field Variational Bayesian Neural Networks Ignore the Data | Jun 13, 2021 | BIG-bench Machine LearningVariational Inference | —Unverified | 0 |
| Posterior Temperature Optimization in Variational Inference for Inverse Problems | Jun 11, 2021 | Bayesian OptimizationCT Reconstruction | —Unverified | 0 |
| Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features | Jun 10, 2021 | Bayesian InferenceGaussian Processes | CodeCode Available | 0 |
| Learning Nonparametric Volterra Kernels with Gaussian Processes | Jun 10, 2021 | Gaussian ProcessesNumerical Integration | CodeCode Available | 0 |
| Nonlinear Hawkes Processes in Time-Varying System | Jun 9, 2021 | Bayesian InferencePoint Processes | —Unverified | 0 |
| Mixture weights optimisation for Alpha-Divergence Variational Inference | Jun 9, 2021 | Variational Inference | —Unverified | 0 |
| Loss function based second-order Jensen inequality and its application to particle variational inference | Jun 9, 2021 | DiversityEnsemble Learning | —Unverified | 0 |
| Probabilistic task modelling for meta-learning | Jun 9, 2021 | Meta-Learningparameter estimation | CodeCode Available | 0 |
| Stein ICP for Uncertainty Estimation in Point Cloud Matching | Jun 7, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 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 |
| A Deep Variational Bayesian Framework for Blind Image Deblurring | Jun 5, 2021 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Energy-Based Learning for Cooperative Games, with Applications to Valuation Problems in Machine Learning | Jun 5, 2021 | Data ValuationVariational Inference | —Unverified | 0 |
| Challenges for BBVI with Normalizing Flows | Jun 2, 2021 | Variational Inference | —Unverified | 0 |
| -VAEs : Optimising variational inference by learning data-dependent divergence skew | Jun 2, 2021 | DenoisingVariational Inference | —Unverified | 0 |
| Transformation Models for Flexible Posteriors in Variational Bayes | Jun 1, 2021 | Variational Inference | CodeCode Available | 0 |
| Stochastic Collapsed Variational Inference for Structured Gaussian Process Regression Network | Jun 1, 2021 | ImputationMissing Values | —Unverified | 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 |
| Classification and Uncertainty Quantification of Corrupted Data using Semi-Supervised Autoencoders | May 27, 2021 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |