| 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 |
