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Probabilistic Deep Learning

Papers

Showing 2130 of 79 papers

TitleStatusHype
Probabilistic Deep Learning and Transfer Learning for Robust Cryptocurrency Price PredictionCode0
Kernel Density Matrices for Probabilistic Deep LearningCode0
DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement LearningCode0
DeepTract: A Probabilistic Deep Learning Framework for White Matter Fiber TractographyCode0
Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural NetworksCode0
Integrating Physics of the Problem into Data-Driven Methods to Enhance Elastic Full-Waveform Inversion with Uncertainty QuantificationCode0
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
A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-AwarenessCode0
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