probabilistic modeling

A Probabilistic Framework for Land Deformation Prediction (Student Abstract) AAAI 2022 A Probabilistic Graph Coupling View of Dimension Reduction NeurIPS 2022 A Rotated Hyperbolic Wrapped Normal Distribution for Hierarchical Representation Learning NeurIPS 2022 A Temporal Extension of Latent Dirichlet Allocation for Unsupervised Acoustic Unit Discovery Interspeech 2022 A Theoretical Study on Solving Continual Learning NeurIPS 2022 Bayesian Recurrent Units and the Forward-Backward Algorithm Interspeech 2022 Behavior Priors for Efficient Reinforcement Learning JMLR 2022 Bias aware probabilistic Boolean matrix factorization UAI 2022 CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks AAAI 2022 Concrete Score Matching: Generalized Score Matching for Discrete Data NeurIPS 2022 Conditionally Tractable Density Estimation using Neural Networks AISTATS 2022 Connectome-constrained Latent Variable Model of Whole-Brain Neural Activity ICLR 2022 Creating Training Sets via Weak Indirect Supervision ICLR 2022 Deep Hybrid Models for Out-of-Distribution Detection CVPR 2022 Deterministic Langevin Monte Carlo with Normalizing Flows for Bayesian Inference NeurIPS 2022 Discrete Tree Flows via Tree-Structured Permutations ICML 2022 Easy Variational Inference for Categorical Models via an Independent Binary Approximation ICML 2022 Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling ICLR 2022 Empirical bayes approach to truth discovery problems UAI 2022 End-to-End Probabilistic Label-Specific Feature Learning for Multi-Label Classification AAAI 2022 EPro-PnP: Generalized End-to-End Probabilistic Perspective-N-Points for Monocular Object Pose Estimation CVPR 2022 Fat–Tailed Variational Inference with Anisotropic Tail Adaptive Flows ICML 2022 FlowHMM: Flow-based continuous hidden Markov models NeurIPS 2022 Forecasting Characteristic 3D Poses of Human Actions CVPR 2022 GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022