probabilistic model

On the Representational Capacity of Recurrent Neural Language Models EMNLP 2023 Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching JMLR 2023 Probabilistic Attention-to-Influence Neural Models for Event Sequences ICML 2023 Probabilistic Concept Bottleneck Models ICML 2023 Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs ICML 2023 Probabilistic Generalization of Backdoor Trees with Application to SAT AAAI 2023 Probabilistic Prompt Learning for Dense Prediction CVPR 2023 Probabilistic Rule Induction from Event Sequences with Logical Summary Markov Models IJCAI 2023 Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation ACL 2023 Prototype-oriented unsupervised anomaly detection for multivariate time series ICML 2023 Quantitative Universal Approximation Bounds for Deep Belief Networks ICML 2023 Representing and Computing Uncertainty in Phonological Reconstruction EMNLP 2023 Simple Disentanglement of Style and Content in Visual Representations ICML 2023 Sparse Maximum Margin Learning from Multimodal Human Behavioral Patterns AAAI 2023 Stimulus Verification Is a Universal and Effective Sampler in Multi-Modal Human Trajectory Prediction CVPR 2023 Switching Autoregressive Low-rank Tensor Models NeurIPS 2023 Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023 Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution CVPR 2023 Uncertain Evidence in Probabilistic Models and Stochastic Simulators ICML 2023 Understanding The Robustness of Self-supervised Learning Through Topic Modeling ICLR 2023 Unsupervised representation learning with recognition-parametrised probabilistic models AISTATS 2023 Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing NeurIPS 2023 Versatile Energy-Based Probabilistic Models for High Energy Physics NeurIPS 2023 Why think step by step? Reasoning emerges from the locality of experience NeurIPS 2023 Anytime Learning of Sum-Product and Sum-Product-Max Networks PGM 2022