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| 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 |