Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images. - Stuart Geman; Donald Geman (IEEE Trans. Pattern Anal. Mach. Intell., 1984)

Boundary Detection by Constrained Optimization. - Donald Geman; Stuart Geman; Christine Graffigne; Ping Dong (IEEE Trans. Pattern Anal. Mach. Intell., 1990)

A nonlinear filter for film restoration and other problems in image processing. - Stuart Geman; Donald E. McClure; Donald Geman (CVGIP Graph. Model. Image Process., 1992)

Neural Networks and the Bias/Variance Dilemma. - Stuart Geman; Elie Bienenstock; René Doursat (Neural Comput., 1992)

Compositionality, MDL Priors, and Object Recognition. - Elie Bienenstock; Stuart Geman; Daniel Potter (NIPS, 1996)

Estimation of Probabilistic Context-Free Grammars. - Zhiyi Chi; Stuart Geman (Comput. Linguistics, 1998)

On the Consistency of Minimum Complexity Nonparametric Estimation. - Zhiyi Chi; Stuart Geman (IEEE Trans. Inf. Theory, 1998)

Estimators for Stochastic "Unification-Based" Grammars. - Mark Johnson 001; Stuart Geman; Stephen Canon; Zhiyi Chi; Stefan Riezler (ACL, 1999)

Dynamic programming and the graphical representation of error-correcting codes. - Stuart Geman; Kevin Kochanek (IEEE Trans. Inf. Theory, 2001)

Dynamic programming for parsing and estimation of stochastic unification-based grammars. - Stuart Geman; Mark Johnson (ACL, 2002)

At what time scale does the nervous system operate? - N. Hatsopoulos; Stuart Geman; Asohan Amarasingham; Elie Bienenstock (Neurocomputing, 2003)

Context and Hierarchy in a Probabilistic Image Model. - Ya Jin; Stuart Geman (CVPR (2), 2006)

On the Minimum Entropy of a Mixture of Unimodal and Symmetric Distributions. - Ting-Li Chen; Stuart Geman (IEEE Trans. Inf. Theory, 2008)

Generative hierarchical models for image analysis. - Stuart Geman (CVPR Workshops, 2009)

A Rate and History-Preserving Resampling Algorithm for Neural Spike Trains. - Matthew T. Harrison; Stuart Geman (Neural Comput., 2009)

Context, Computation, and Optimal ROC Performance in Hierarchical Models. - Lo-Bin Chang; Ya Jin; Wei Zhang 062; Eran Borenstein; Stuart Geman (Int. J. Comput. Vis., 2011)

Sparse feature selection by information theory. - Guangyao Zhou; Stuart Geman; Joachim M. Buhmann (ISIT, 2014)

Visual Turing test for computer vision systems. - Donald Geman; Stuart Geman; Neil Hallonquist; Laurent Younes (Proc. Natl. Acad. Sci. USA, 2015)

Base-pair ambiguity and the kinetics of RNA folding. - Guangyao Zhou; Jackson Loper; Stuart Geman (BMC Bioinform., 2019)