probabilistic modeling

Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion EMNLP 2020 Probabilistic Graphical Models with Neural Networks in InferPy PGM 2020 Probabilistic Orientation Estimation with Matrix Fisher Distributions NeurIPS 2020 Probabilistic Structural Latent Representation for Unsupervised Embedding CVPR 2020 Residual Sum-Product Networks PGM 2020 Revisiting the Sample Complexity of Sparse Spectrum Approximation of Gaussian Processes NeurIPS 2020 Scalable Probabilistic Matrix Factorization with Graph-Based Priors AAAI 2020 SCALOR: Generative World Models with Scalable Object Representations ICLR 2020 Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold AAAI 2020 Structured Probabilistic End-to-End Learning from Crowds IJCAI 2020 Switching Poisson Gamma Dynamical Systems IJCAI 2020 Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks CVPR 2020 TellTail: Fast Scoring and Detection of Dense Subgraphs AAAI 2020 The continuous categorical: a novel simplex-valued exponential family ICML 2020 The Potts-Ising model for discrete multivariate data NeurIPS 2020 The Stanford Acuity Test: A Precise Vision Test Using Bayesian Techniques and a Discovery in Human Visual Response AAAI 2020 Topic Balancing with Additive Regularization of Topic Models ACL 2020 Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest AAAI 2020 Uncertain Natural Language Inference ACL 2020 Uncertainty-Aware Score Distribution Learning for Action Quality Assessment CVPR 2020 Uncertainty-guided Continual Learning with Bayesian Neural Networks ICLR 2020 Unsupervised Cross-Dataset Adaptation via Probabilistic Amodal 3D Human Pose Completion WACV 2020 Unsupervised Robust Speech Enhancement Based on Alpha-Stable Fast Multichannel Nonnegative Matrix Factorization Interspeech 2020 Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution COLING 2020 Variational Label Enhancement ICML 2020