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Probabilistic Modeling

1884 directly classified papers

Papers per year

Papers

VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming NIPS 2022
Scalable MCMC Sampling for Nonsymmetric Determinantal Point Processes ICML 2022
Inferring Gender: A Scalable Methodology for Gender Detection with Online Lexical Databases ACL 2022
Toward Annotator Group Bias in Crowdsourcing ACL 2022
Modeling Syntactic-Semantic Dependency Correlations in Semantic Role Labeling Using Mixture Models ACL 2022
Foundation Posteriors for Approximate Probabilistic Inference NIPS 2022
NSNet: A General Neural Probabilistic Framework for Satisfiability Problems NIPS 2022
Evaluating the Implicit Midpoint Integrator for Riemannian Hamiltonian Monte Carlo ICML 2021
Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging CVPR 2021
Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation ICCV 2021
Differentiable Particle Filtering via Entropy-Regularized Optimal Transport ICML 2021
Self-Conditioned Probabilistic Learning of Video Rescaling ICCV 2021
Probabilistic Embeddings for Cross-Modal Retrieval CVPR 2021
Learning Deep Latent Variable Models by Short-Run MCMC Inference With Optimal Transport Correction CVPR 2021
Uncertain-aware Safe Exploratory Planning using Gaussian Process and Neural Control Contraction Metric L4DC 2021
Continuous-time edge modelling using non-parametric point processes NIPS 2021
On the difficulty of unbiased alpha divergence minimization ICML 2021
Affective Processes: Stochastic Modelling of Temporal Context for Emotion and Facial Expression Recognition CVPR 2021
Symbol Grounding and Task Learning from Imperfect Corrections ACL 2021
Parametric Distributions to Model Numerical Emotion Labels INTERSPEECH 2021
Alpha-Stable Autoregressive Fast Multichannel Nonnegative Matrix Factorization for Joint Speech Enhancement and Dereverberation INTERSPEECH 2021
Inference of Black Hole Fluid-Dynamics From Sparse Interferometric Measurements ICCV 2021
Probabilistic Modeling for Human Mesh Recovery ICCV 2021
Probabilistic, Structure-Aware Algorithms for Improved Variety, Accuracy, and Coverage of AMR Alignments ACL 2021
Statistical Estimation from Dependent Data ICML 2021