probabilistic modeling

A Multi-Hypothesis Approach to Color Constancy CVPR 2020 Analytical Probability Distributions and Exact Expectation-Maximization for Deep Generative Networks NeurIPS 2020 A New Class of Time Dependent Latent Factor Models with Applications JMLR 2020 A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning EMNLP 2020 A Probabilistic Formulation of Unsupervised Text Style Transfer ICLR 2020 ASR-Free Pronunciation Assessment Interspeech 2020 Bayesian Learning of Probabilistic Dipole Inversion for Quantitative Susceptibility Mapping MIDL 2020 Beyond the Mean-Field: Structured Deep Gaussian Processes Improve the Predictive Uncertainties NeurIPS 2020 Collision Probabilities for Continuous-Time Systems Without Sampling RSS 2020 Co-Occurrence Estimation from Aggregated Data with Auxiliary Information AAAI 2020 Deep Generalized Convolutional Sum-Product Networks PGM 2020 Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation AAAI 2020 Design Adaptive AI for RTS Game by Learning Player's Build Order IJCAI 2020 DoLFIn: Distributions over Latent Features for Interpretability COLING 2020 Efficient Learning of Discrete Graphical Models NeurIPS 2020 Efficient Predictive Uncertainty Estimators for Deep Probabilistic Models AAAI 2020 Event-Driven Continuous Time Bayesian Networks AAAI 2020 Fairness constraints can help exact inference in structured prediction NeurIPS 2020 Fairness with Overlapping Groups; a Probabilistic Perspective NeurIPS 2020 Fast Risk Assessment for Autonomous Vehicles Using Learned Models of Agent Futures RSS 2020 From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models ICML 2020 Generating and Exploiting Probabilistic Monocular Depth Estimates CVPR 2020 GluonTS: Probabilistic and Neural Time Series Modeling in Python JMLR 2020 GP-VAE: Deep Probabilistic Time Series Imputation AISTATS 2020 Image identification of Protea species with attributes and subgenus scaling WACV 2020