| 2011 | RoboCup | Effective Semi-autonomous Telepresence. | Brian Coltin, Joydeep Biswas, Dean Pomerleau, Manuela M. Veloso |
| 2010 | CVPR | Food recognition using statistics of pairwise local features. | Shulin Yang, Mei Chen, Dean Pomerleau, Rahul Sukthankar |
| 2000 | WACV | Bootstrap a statistical brain atlas. | Mei Chen, Takeo Kanade, Dean Pomerleau |
| 1999 | MICCAI | 3-D Deformable Registration of Medical Images Using a Statistical Atlas. | Mei Chen, Takeo Kanade, Dean Pomerleau, Jeff G. Schneider |
| 1998 | CVPR | Anomaly Detection through Registration. | Mei Chen, Takeo Kanade, Henry A. Rowley, Dean Pomerleau |
| 1998 | ICRA | Model-Based Car Tracking Integrated with a Road-Follower. | Frank Dellaert, Dean Pomerleau, Charles E. Thorpe |
| 1995 | ICML | Learning for Automotive Collision Avoidance and Autonomous Control. | Dean Pomerleau |
| 1995 | IJCAI | Using the Representation in a Neural Network's Hidden Layer for Task-Specific Focus of Attention. | Shumeet Baluja, Dean Pomerleau |
| 1995 | IROS | AURORA: a vision-based roadway departure warning system. | Mei Chen, Todd Jochem, Dean Pomerleau |
| 1995 | IROS | Vision-based neural network road and intersection detection and traversal. | Todd Jochem, Dean Pomerleau, Charles E. Thorpe |