| 2025 | RECOMB | GeneCover: A Combinatorial Approach for Label-Free Marker Gene Selection. | An Wang, Stephanie Hicks, Donald Geman, Laurent Younes |
| 2024 | ICML | Performance Bounds for Active Binary Testing with Information Maximization. | Aditya Chattopadhyay, Benjamin David Haeffele, Ren Vidal, Donald Geman |
| 2023 | ICLR | Variational Information Pursuit for Interpretable Predictions. | Aditya Chattopadhyay, Kwan Ho Ryan Chan, Benjamin David Haeffele, Donald Geman, Ren Vidal |
| 2020 | ICPR | Graph Discovery for Visual Test Generation. | Neil Hallonquist, Donald Geman, Laurent Younes |
| 2013 | CVPR | Vantage Feature Frames for Fine-Grained Categorization. | Asma Rejeb Sfar, Nozha Boujemaa, Donald Geman |
| 2008 | ICMLA | Microarray Classification from Several Two-Gene Expression Comparisons. | Donald Geman, Bahman Afsari, Aik Choon Tan, Daniel Q. Naiman |
| 2007 | ICCV | Interactive Search for Image Categories by Mental Matching. | Marin Ferecatu, Donald Geman |
| 2006 | CVPR | A Design Principle for Coarse-to-Fine Classification. | Sachin Gangaputra, Donald Geman |
| 2006 | ISIT | In search of a unifying theory for image interpretation. | Donald Geman |
| 2004 | CVPR | Self-Normalized Linear Tests. | Sachin Gangaputra, Donald Geman |
| 2004 | ICPR | Hierarchical Object Indexing and Sequential Learning. | Xiaodong Fan, Donald Geman |
| 2002 | ICIP | Face detection using coarse-to-fine support vector classifiers. | Hichem Sahbi, Donald Geman, Nozha Boujemaa |
| 2002 | ICPR | Fast Face Detection with Precise Pose Estimation. | Franois Fleuret, Donald Geman |
| 1984 | ICASSP | Bayes smoothing algorithms for segmentation of images modeled by Markov random fields. | Haluk Derin, Howard Elliott, Roberto Cristi, Donald Geman |
| 1984 | ICASSP | Application of the Gibbs distribution to image segmentation. | Howard Elliott, Haluk Derin, Roberto Cristi, Donald Geman |