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Probabilistic Deep Learning

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Showing 26–50 of 79 papers

TitleStatusHype
Comparison of Probabilistic Deep Learning Methods for Autism Detection—0
Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers—0
Decadal sink-source shifts of forest aboveground carbon since 1988—0
Deep Bag-of-Sub-Emotions for Depression Detection in Social Media—0
Deep Gaussian Mixture Ensembles—0
Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks: An Extended Investigation—0
Energy Forecasting in Smart Grid Systems: A Review of the State-of-the-art Techniques—0
Fast and Reliable Probabilistic Reflectometry Inversion with Prior-Amortized Neural Posterior Estimation—0
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study—0
Probabilistic 3D surface reconstruction from sparse MRI information—0
Probabilistic Deep Learning for Instance Segmentation—0
Probabilistic Deep Learning using Random Sum-Product Networks—0
Probabilistic Deep Learning with Probabilistic Neural Networks and Deep Probabilistic Models—0
Probabilistic Deep Learning with Generalised Variational Inference—0
Probabilistic partition of unity networks: clustering based deep approximation—0
Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis—0
Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression—0
Quantification of Uncertainties in Probabilistic Deep Neural Network by Implementing Boosting of Variational Inference—0
Residue Density Segmentation for Monitoring and Optimizing Tillage Practices—0
Restricted Boltzmann Machine and Deep Belief Network: Tutorial and Survey—0
Stochastic-Shield: A Probabilistic Approach Towards Training-Free Adversarial Defense in Quantized CNNs—0
U-CAM: Visual Explanation using Uncertainty based Class Activation Maps—0
Uncertainty based Class Activation Maps for Visual Question Answering—0
Uncertainty Estimation for End-To-End Learned Dense Stereo Matching via Probabilistic Deep Learning—0
Uncertainty Quantification in CNN-Based Surface Prediction Using Shape Priors—0
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