Simple Sparsification Improves Sparse Denoising Autoencoders in Denoising Highly Corrupted Images
By Kyunghyun Cho. 2013
62 citations recorded by the source corpus.
Subfields: Generative Models
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Generative Models
- Thomas Brox
- Alexey Dosovitskiy
- Jost Tobias Springenberg
- Martin A. Riedmiller
- Jun-Yan Zhu
- Björn Ommer
- Robin Rombach
- Patrick Esser
Citations in the corpus
- Discriminative Unsupervised Feature Learning with Convolutional Neural Networks (2014, background): “For example, unsupervised feature learning is known to be beneficial for image restoration [6] and recent results show that it outperforms supervised feature learning also on descriptor matching [7].”