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About L D S M: Earning EEP Tructured Odels
This document summarizes a research paper that proposes a method for jointly learning deep structured models and their parameters. Specifically, it combines deep learning algorithms with Markov random fields to model relationships between output variables. The method learns deep features that form Markov random field potentials while also learning the model parameters. It does so efficiently via a single learning and inference loop that can utilize GPU acceleration. The approach is evaluated on tasks like word prediction from images and photo classification.
Detailed Information
| Author: | ['pog'] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 11 |
| Language: | English |
| Format: | |
| Price: | FREE |
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