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Probabilistic Deep Learning

Papers

Showing 2130 of 79 papers

TitleStatusHype
Benchmarking Probabilistic Deep Learning Methods for License Plate RecognitionCode0
DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement LearningCode0
Uncertainty Voting Ensemble for Imbalanced Deep RegressionCode0
Deep Directional Statistics: Pose Estimation with Uncertainty QuantificationCode0
Detecting Model Misspecification in Amortized Bayesian Inference with Neural NetworksCode0
Integrating Physics of the Problem into Data-Driven Methods to Enhance Elastic Full-Waveform Inversion with Uncertainty QuantificationCode0
Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural NetworksCode0
Hybrid Models with Deep and Invertible FeaturesCode0
A Self-Supervised Approach to Reconstruction in Sparse X-Ray Computed TomographyCode0
Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systemsCode0
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