Ph.D. Dissertations - Bruno Olshausen

The Sparse Manifold Transform and Unsupervised Learning for Signal Representation
Yubei Chen [2019]

Learned Factorization Models to Explain Variability in Natural Image Sequences
Benjamin Jackson Culpepper [2011]

Sparse Coding Models of Natural Images: Algorithms for Efficient Inference and Learning of Higher-Order Structure
Pierre Jerome Garrigues [2009]