Search Results for author: Nobuyuki Morioka

Found 3 papers, 0 papers with code

Monotonic Kronecker-Factored Lattice

no code implementations ICLR 2021 William Taylor Bakst, Nobuyuki Morioka, Erez Louidor

It is computationally challenging to learn flexible monotonic functions that guarantee model behavior and provide interpretability beyond a few input features, and in a time where minimizing resource use is increasingly important, we must be able to learn such models that are still efficient.

Generalized Lasso based Approximation of Sparse Coding for Visual Recognition

no code implementations NeurIPS 2011 Nobuyuki Morioka, Shin'ichi Satoh

Sparse coding, a method of explaining sensory data with as few dictionary bases as possible, has attracted much attention in computer vision.

Object Recognition

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