Search Results for author: Pedro M. Domingos

Found 2 papers, 0 papers with code

Submodular Field Grammars: Representation, Inference, and Application to Image Parsing

no code implementations NeurIPS 2018 Abram L. Friesen, Pedro M. Domingos

Natural scenes contain many layers of part-subpart structure, and distributions over them are thus naturally represented by stochastic image grammars, with one production per decomposition of a part.

Scene Understanding

Deep Symmetry Networks

no code implementations NeurIPS 2014 Robert Gens, Pedro M. Domingos

These sources of variation can be represented by symmetry groups, sets of composable transformations that preserve object identity.

Object Recognition Translation

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