| Energy Forecasting in Smart Grid Systems: A Review of the State-of-the-art Techniques | Nov 25, 2020 | ManagementProbabilistic Deep Learning | —Unverified | 0 |
| A Quantum-Inspired Probabilistic Model for the Inverse Design of Meta-Structures | Nov 11, 2020 | PositionProbabilistic Deep Learning | CodeCode Available | 1 |
| Improving seasonal forecast using probabilistic deep learning | Oct 27, 2020 | BenchmarkingDeep Learning | —Unverified | 0 |
| Learning Monocular Dense Depth from Events | Oct 16, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Olympus: a benchmarking framework for noisy optimization and experiment planning | Oct 8, 2020 | BenchmarkingProbabilistic Deep Learning | CodeCode Available | 1 |
| Probabilistic 3D surface reconstruction from sparse MRI information | Oct 5, 2020 | 3D ReconstructionMedical Image Analysis | —Unverified | 0 |
| Advancing from Predictive Maintenance to Intelligent Maintenance with AI and IIoT | Sep 1, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Probabilistic Deep Learning for Instance Segmentation | Aug 24, 2020 | Active LearningDeep Learning | —Unverified | 0 |
| Movement Tracking by Optical Flow Assisted Inertial Navigation | Jun 24, 2020 | Optical Flow EstimationProbabilistic Deep Learning | —Unverified | 0 |
| BreastScreening: On the Use of Multi-Modality in Medical Imaging Diagnosis | Apr 7, 2020 | 3D Medical Imaging SegmentationAutomatic Machine Learning Model Selection | CodeCode Available | 1 |
| Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows | Feb 14, 2020 | Decision MakingMultivariate Time Series Forecasting | CodeCode Available | 2 |
| Uncertainty Estimation for End-To-End Learned Dense Stereo Matching via Probabilistic Deep Learning | Feb 10, 2020 | Probabilistic Deep LearningStereo Matching | —Unverified | 0 |
| Uncertainty based Class Activation Maps for Visual Question Answering | Jan 23, 2020 | Deep LearningProbabilistic Deep Learning | —Unverified | 0 |
| DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning | Nov 22, 2019 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis | Oct 20, 2019 | Probabilistic Deep Learning | —Unverified | 0 |
| U-CAM: Visual Explanation using Uncertainty based Class Activation Maps | Aug 17, 2019 | Deep LearningProbabilistic Deep Learning | —Unverified | 0 |
| Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers | Aug 7, 2019 | Probabilistic Deep Learning | —Unverified | 0 |
| Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction | Jun 9, 2019 | Future predictionPrediction | CodeCode Available | 0 |
| Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift | Jun 6, 2019 | Probabilistic Deep Learning | CodeCode Available | 0 |
| A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans | Feb 8, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| Hybrid Models with Deep and Invertible Features | Feb 7, 2019 | Probabilistic Deep Learning | CodeCode Available | 0 |
| Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systems | Jan 15, 2019 | Probabilistic Deep LearningVariational Inference | CodeCode Available | 0 |
| DeepTract: A Probabilistic Deep Learning Framework for White Matter Fiber Tractography | Dec 12, 2018 | Probabilistic Deep LearningWhite Matter Fiber Tractography | CodeCode Available | 0 |
| Hybrid Active Inference | Oct 5, 2018 | BIG-bench Machine LearningProbabilistic Deep Learning | —Unverified | 0 |
| Uncertainty Quantification in CNN-Based Surface Prediction Using Shape Priors | Jul 30, 2018 | Medical Image AnalysisProbabilistic Deep Learning | —Unverified | 0 |
| Probabilistic Deep Learning using Random Sum-Product Networks | Jun 5, 2018 | Deep LearningGPU | —Unverified | 0 |
| Deep Directional Statistics: Pose Estimation with Uncertainty Quantification | May 9, 2018 | Deep LearningPose Estimation | CodeCode Available | 0 |
| Hyperedge2vec: Distributed Representations for Hyperedges | Jan 1, 2018 | Probabilistic Deep LearningSentence | —Unverified | 0 |
| Learning Large-Scale Topological Maps Using Sum-Product Networks | Jun 11, 2017 | AttributeProbabilistic Deep Learning | —Unverified | 0 |
