| 2013 | CVPR | Fast, Accurate Detection of 100, 000 Object Classes on a Single Machine. | Thomas L. Dean, Mark A. Ruzon, Mark Segal, Jonathon Shlens, Sudheendra Vijayanarasimhan, Jay Yagnik |
| 2012 | AAAI | Three Controversial Hypotheses Concerning Computation in the Primate Cortex. | Thomas L. Dean, Greg Corrado, Jonathon Shlens |
| 2009 | ISM | Recursive Sparse, Spatiotemporal Coding. | Thomas L. Dean, Richard Washington, Greg Corrado |
| 2007 | AAAI | On the Prospects for Building a Working Model of the Visual Cortex. | Thomas L. Dean, Glenn Carroll, Richard Washington |
| 2003 | UAI | Exploiting Locality in Searching the Web. | Joel Young, Thomas L. Dean |
| 2002 | PRICAI | Solving Factored MDPs with Large Action Space Using Algebraic Decision Diagrams. | Kee-Eung Kim, Thomas L. Dean |
| 2001 | IJCAI | Solving Factored MDPs via Non-Homogeneous Partitioning. | Kee-Eung Kim, Thomas L. Dean |
| 1998 | AAAI | Solving Very Large Weakly Coupled Markov Decision Processes. | Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, Leonid Peshkin, Leslie Pack Kaelbling, Thomas L. Dean, Craig Boutilier |
| 1998 | UAI | Hierarchical Solution of Markov Decision Processes using Macro-actions. | Milos Hauskrecht, Nicolas Meuleau, Leslie Pack Kaelbling, Thomas L. Dean, Craig Boutilier |
| 1997 | AAAI | Model Minimization in Markov Decision Processes. | Thomas L. Dean, Robert Givan |
| 1997 | IJCAI | Model Minimization, Regression, and Propositional STRIPS Planning. | Robert Givan, Thomas L. Dean |
| 1997 | UAI | Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes. | Thomas L. Dean, Robert Givan, Sonia M. Leach |
| 1996 | AAAI | Challenge Problems for Artificial Intelligence (Panel Statements). | Bart Selman, Rodney A. Brooks, Thomas L. Dean, Eric Horvitz, Tom M. Mitchell, Nils J. Nilsson |
| 1995 | UAI | On the Complexity of Solving Markov Decision Problems. | Michael L. Littman, Thomas L. Dean, Leslie Pack Kaelbling |
| 1993 | AAAI | Planning With Deadlines in Stochastic Domains. | Thomas L. Dean, Leslie Pack Kaelbling, Jak Kirman, Ann E. Nicholson |
| 1993 | UAI | Deliberation Scheduling for Time-Critical Sequential Decision Making. | Thomas L. Dean, Leslie Pack Kaelbling, Jak Kirman, Ann E. Nicholson |
| 1992 | AAAI | Inferring Finite Automata with Stochastic Output Functions and an Application to Map Learning. | Thomas L. Dean, Dana Angluin, Kenneth Basye, Sean P. Engelson, Leslie Pack Kaelbling, Evangelos Kokkevis, Oded Maron |
| 1991 | ICRA | Sensor abstractions for control of navigation. | Jak Kirman, Kenneth Basye, Thomas L. Dean |
| 1990 | AAAI | Coping with Uncertainty in a Control System for Navigation and Exploration. | Thomas L. Dean, Kenneth Basye, Robert Chekaluk, Seungseok Hyun, Moises Lejter, Margaret Randazza |
| 1989 | IJCAI | Coping With Uncertainty in Map Learning. | Kenneth Basye, Thomas L. Dean, Jeffrey Scott Vitter |
| 1989 | IJCAI | Solving Time-Dependent Planning Problems. | Mark S. Boddy, Thomas L. Dean |
| 1989 | IJCAI | A Model for Projection and Action. | Keiji Kanazawa, Thomas L. Dean |
| 1989 | UAI | Map Learning with Indistinguishable Locations. | Kenneth Basye, Thomas L. Dean |
| 1988 | AAAI | An Analysis of Time-Dependent Planning. | Thomas L. Dean, Mark S. Boddy |
| 1988 | AAAI | Probabilistic Temporal Reasoning. | Thomas L. Dean, Keiji Kanazawa |
| 1988 | UAI | Probabilistic causal reasoning. | Thomas L. Dean, Keiji Kanazawa |
| 1987 | AAAI | Incremental Causal Reasoning. | Thomas L. Dean, Mark S. Boddy |