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Probabilistic Deep Learning

Papers

Showing 2650 of 79 papers

TitleStatusHype
Benchmarking Probabilistic Deep Learning Methods for License Plate RecognitionCode0
Deep Directional Statistics: Pose Estimation with Uncertainty QuantificationCode0
Kernel Density Matrices for Probabilistic Deep LearningCode0
Hybrid Models with Deep and Invertible FeaturesCode0
Stochastic Latent Transformer: Efficient Modelling of Stochastically Forced Zonal JetsCode0
DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement LearningCode0
DeepTract: A Probabilistic Deep Learning Framework for White Matter Fiber TractographyCode0
Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset ShiftCode0
Probabilistic partition of unity networks: clustering based deep approximation0
Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis0
Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression0
Quantification of Uncertainties in Probabilistic Deep Neural Network by Implementing Boosting of Variational Inference0
Residue Density Segmentation for Monitoring and Optimizing Tillage Practices0
Restricted Boltzmann Machine and Deep Belief Network: Tutorial and Survey0
Stochastic-Shield: A Probabilistic Approach Towards Training-Free Adversarial Defense in Quantized CNNs0
U-CAM: Visual Explanation using Uncertainty based Class Activation Maps0
Uncertainty based Class Activation Maps for Visual Question Answering0
Uncertainty Estimation for End-To-End Learned Dense Stereo Matching via Probabilistic Deep Learning0
Uncertainty Quantification in CNN-Based Surface Prediction Using Shape Priors0
Unfolding AlphaFold's Bayesian Roots in Probability Kinematics0
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans0
Workload Forecasting of a Logistic Node Using Bayesian Neural Networks0
Advancing from Predictive Maintenance to Intelligent Maintenance with AI and IIoT0
A high-resolution canopy height model of the Earth0
A probabilistic deep learning approach to automate the interpretation of multi-phase diffraction spectra0
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