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potts model

11 papers

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ising model (4) graph cut (3) phase transition (3) graphical model (3) markov random field (2) structure learning (2) probabilistic modeling (2) combinatorial optimization (2) multivariate data (1) undirected graphical model (1)

Papers

Soft Self-labeling and Potts Relaxations for Weakly-supervised Segmentation CVPR 2025 Uniqueness of BP fixed point for the Potts model and applications to community detection COLT 2023 Mappings for Marginal Probabilities with Applications to Models in Statistical Physics JMLR 2022 Graph Cuts Always Find a Global Optimum for Potts Models (With a Catch) ICML 2021 Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models COLT 2020 Learning Ising and Potts Models with Latent Variables AISTATS 2020 The Potts-Ising model for discrete multivariate data NeurIPS 2020 Optimal Submodular Extensions for Marginal Estimation AISTATS 2018 Bayesian Generalised Ensemble Markov Chain Monte Carlo AISTATS 2016 Efficient Parallel Optimization for Potts Energy With Hierarchical Fusion CVPR 2015 Potts Model, Parametric Maxflow and K-Submodular Functions ICCV 2013