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- W4295894286 abstract "Markov random field (MRF) learning is intractable, and its approximation algorithms are computationally expensive. We target a small subset of MRF that is used frequently in computer vision. We characterize this subset with three concepts: Lattice, Homogeneity, and Inertia; and design a non-markov model as an alternative. Our goal is robust learning from small datasets. Our learning algorithm uses vector quantization and, at time complexity O(U log U) for a dataset of U pixels, is much faster than that of general-purpose MRF." @default.
- W4295894286 created "2022-09-16" @default.
- W4295894286 creator A5007253496 @default.
- W4295894286 date "2015-12-23" @default.
- W4295894286 modified "2023-10-18" @default.
- W4295894286 title "A Latent-Variable Lattice Model" @default.
- W4295894286 doi "https://doi.org/10.48550/arxiv.1512.07587" @default.
- W4295894286 hasPublicationYear "2015" @default.
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