Deep Boltzmann Machine (MNIST)
- DR.GEEK
- Oct 22, 2020
- 1 min read
(22nd-October-2020)
1. • Learn two- and three-tier DBM models with MNIST (Handwritten Numerical Data Set) • Generate 𝑝𝑝 (𝐯𝐯) samples using Gibbs sampling.
Shape Boltzmann Machine (Eslami et. Al., 2012) • Generation model to restore hidden regions. Use Boltzmann machine • Excellent in generalization capability • Proposed locally coupled generation model to reduce parameters.
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