Search results with tag "Denoising"
Extracting and Composing Robust Features with Denoising ...
www.cs.toronto.eduExtracting and Composing Robust Features with Denoising Autoencoders 2.3. The Denoising Autoencoder To test our hypothesis and enforce robustness to par-tially destroyed inputs we modify the basic autoen-coder we just described. We will now train it to recon-struct a clean “repaired” input from a corrupted, par-tially destroyed one.
Extracting and Composing Robust Features with Denoising ...
www.iro.umontreal.caExtracting and Composing Robust Features with Denoising Autoencoders Pascal Vincent, Hugo Larochelle, Yoshua Bengio, Pierre-Antoine Manzagol ... tions robust to partial corruption of the input pattern. This approach can be used to train autoencoders, and these denoising autoencoders can be stacked to initialize deep architectures. The algorithm ...
AUTO-ENCODER
speech.ee.ntu.edu.twVincent, Pascal, et al. "Extracting and composing robust features with denoising autoencoders." ICML, 2008. Add noises The idea sounds familiar? ☺ ...