Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition

Koray Kavukcuoglu, Marc'Aurelio Ranzato, Yann LeCun

Adaptive sparse coding methods learn a possibly overcomplete set of basis functions, such that natural image patches can be reconstructed by linearly combining a small subset of th…