Search results with tag "Extracting and composing robust features with denoising autoencoders"
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? ☺ ...
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 ... be used to train autoencoders, and these denoising autoencoders can be ... is obtained by composing more operations. This initialization yields a starting
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.