mean field inference

Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role Labeling ACL 2023 Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning NeurIPS 2022 Consistency-Aware Graph Network for Human Interaction Understanding ICCV 2021 Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond NeurIPS 2021 Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection AAAI 2020 Optimal Continuous DR-Submodular Maximization and Applications to Provable Mean Field Inference ICML 2019 Deep Fully-Connected Part-Based Models for Human Pose Estimation ACML 2018 Modeling Online Discourse with Coupled Distributed Topics EMNLP 2018 Multi-Modal Mean-Fields via Cardinality-Based Clamping CVPR 2017 Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation CVPR 2017 Gaussian Conditional Random Field Network for Semantic Segmentation CVPR 2016 Instance-Level Segmentation for Autonomous Driving With Deep Densely Connected MRFs CVPR 2016 Conditional Random Fields as Recurrent Neural Networks ICCV 2015 Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space CVPR 2013 Parameter Learning and Convergent Inference for Dense Random Fields ICML 2013