Unique Recovery of Motion and Optic Flow via Lie Algebras. - A. Peter Blicher; Stephen M. Omohundro (IJCAI, 1985)

Efficient Algorithms with Neural Network Behavior. - Stephen M. Omohundro (Complex Syst., 1987)

Tablet: Personal Computer in the Year 2000. - Bartlett W. Mel; Stephen M. Omohundro; Arch Douglas Robison; Steven Skiena; Kurt H. Thearling; Luke T. Young; Stephen Wolfram (Commun. ACM, 1988)

How Receptive Field Parameters Affect Neural Learning. - Bartlett W. Mel; Stephen M. Omohundro (NIPS, 1990)

Bumptrees for Efficient Function, Constraint and Classification Learning. - Stephen M. Omohundro (NIPS, 1990)

Best-First Model Merging for Dynamic Learning and Recognition. - Stephen M. Omohundro (NIPS, 1991)

The Sather Language and Libraries. - Stephen M. Omohundro (TOOLS (5), 1991)

Building Faster Connectionist Systems With Bumptrees. - Stephen M. Omohundro (Wissensbasierte Systeme, 1991)

Hidden Markov Model\

Surface Learning with Applications to Lipreading. - Christoph Bregler; Stephen M. Omohundro (NIPS, 1993)

Inducing Probabilistic Grammars by Bayesian Model Merging. - Andreas Stolcke; Stephen M. Omohundro (ICGI, 1994)

Nonlinear Image Interpolation using Manifold Learning. - Christoph Bregler; Stephen M. Omohundro (NIPS, 1994)

Engineering a Programming Language: The Type and Class System of Sather. - Clemens A. Szyperski; Stephen M. Omohundro; Stephan Murer (Programming Languages and System Architectures, 1994)

Best-first Model Merging for Hidden Markov Model Induction. - Andreas Stolcke; Stephen M. Omohundro (CoRR, 1994)

Nonlinear Manifold Learning for Visual Speech Recognition. - Christoph Bregler; Stephen M. Omohundro (ICCV, 1995)

Family Discovery. - Stephen M. Omohundro (NIPS, 1995)

Target Testing and the PicHunter Bayesian Multimedia Retrieval System. - Ingemar J. Cox; Matthew L. Miller; Stephen M. Omohundro; Peter N. Yianilos (ADL, 1996)

PicHunter: Bayesian relevance feedback for image retrieval. - Ingemar J. Cox; Matthew L. Miller; Stephen M. Omohundro; Peter N. Yianilos (ICPR, 1996)

Iteration Abstraction in Sather. - Stephan Murer; Stephen M. Omohundro; David Stoutamire; Clemens A. Szyperski (ACM Trans. Program. Lang. Syst., 1996)

The Basic AI Drives. - Stephen M. Omohundro (AGI, 2008)