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Probabilistic Deep Learning

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Showing 51–75 of 79 papers

TitleStatusHype
Unfolding AlphaFold's Bayesian Roots in Probability Kinematics—0
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans—0
Hybrid Active Inference—0
Hybrid Bayesian Neural Networks with Functional Probabilistic Layers—0
Hyperedge2vec: Distributed Representations for Hyperedges—0
Improving seasonal forecast using probabilistic deep learning—0
Informed Spectral Normalized Gaussian Processes for Trajectory Prediction—0
Interference Motion Removal for Doppler Radar Vital Sign Detection Using Variational Encoder-Decoder Neural Network—0
Learning Large-Scale Topological Maps Using Sum-Product Networks—0
Movement Tracking by Optical Flow Assisted Inertial Navigation—0
Integrating Physics of the Problem into Data-Driven Methods to Enhance Elastic Full-Waveform Inversion with Uncertainty QuantificationCode0
DeepTract: A Probabilistic Deep Learning Framework for White Matter Fiber TractographyCode0
Probabilistic Deep Learning and Transfer Learning for Robust Cryptocurrency Price PredictionCode0
Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset ShiftCode0
Hybrid Models with Deep and Invertible FeaturesCode0
Stochastic Latent Transformer: Efficient Modelling of Stochastically Forced Zonal JetsCode0
Benchmarking Probabilistic Deep Learning Methods for License Plate RecognitionCode0
Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic SmoothingCode0
Kernel Density Matrices for Probabilistic Deep LearningCode0
A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-AwarenessCode0
DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement LearningCode0
Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural NetworksCode0
Uncertainty Voting Ensemble for Imbalanced Deep RegressionCode0
Probabilistic Metamodels for an Efficient Characterization of Complex Driving ScenariosCode0
Deep Directional Statistics: Pose Estimation with Uncertainty QuantificationCode0
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