| 2006 | ICML | Generalized spectral bounds for sparse LDA. | Baback Moghaddam, Yair Weiss, Shai Avidan |
| 2005 | ICCV | A Bilinear Illumination Model for Robust Face Recognition. | Jinho Lee, Baback Moghaddam, Hanspeter Pfister, Raghu Machiraju |
| 2003 | CVPR | Local Appearance-Based Models using High-Order Statistics of Image Features. | Baback Moghaddam, David Guillamet, Jordi Vitri |
| 2003 | IBPRIA | Modeling High-Order Dependencies in Local Appearance Models. | David Guillamet, Baback Moghaddam, Jordi Vitri |
| 2003 | ICIP | Higher-order dependencies in local appearance models. | David Guillamet, Baback Moghaddam, Jordi Vitri |
| 2002 | ICPR | Factorized Local Appearance Models. | Baback Moghaddam, Xiang Zhou |
| 2002 | MVA | Joint Distribution of Local Image Features for Appearance Modeling. | David Guillamet, Baback Moghaddam |
| 2001 | CHI | Personal digital historian: user interface design. | Chia Shen, Neal Lesh, Baback Moghaddam, Paul A. Beardsley, Ryan Scott Bardsley |
| 2001 | ICIAP | Bayesian Face Recognition with Deformable Image Models. | Baback Moghaddam, Chahab Nastar, Alex Pentland |
| 2001 | ICIP | ICA-based probabilistic local appearance models. | Xiang Sean Zhou, Baback Moghaddam, Thomas S. Huang |
| 2000 | ICIP | Image Retrieval with Local and Spatial Queries. | Baback Moghaddam, Henning Biermann, Dimitris Margaritis |
| 2000 | ICIP | Gender Classification Using Support Vector Machines. | Ming-Hsuan Yang, Baback Moghaddam |
| 2000 | ICPR | Support Vector Machines for Visual Gender Classification. | Ming-Hsuan Yang, Baback Moghaddam |
| 1999 | ICCV | Principal Manifolds and Bayesian Subspaces for Visual Recognition. | Baback Moghaddam |
| 1998 | ICPR | Efficient MAP/ML similarity matching for visual recognition. | Baback Moghaddam, Tony Jebara, Alex Pentland |
| 1996 | CVPR | Active Face Tracking and Pose Estimation in an Interactive Room. | Trevor Darrell, Baback Moghaddam, Alex Pentland |
| 1996 | CVPR | Bayesian face recognition using deformable intensity surfaces. | Baback Moghaddam, Chahab Nastar, Alex Pentland |
| 1996 | ECCV | Generalized Image Matching: Statistical Learning of Physically-Based Deformations. | Chahab Nastar, Baback Moghaddam, Alex Pentland |
| 1996 | ICPR | A Bayesian similarity measure for direct image matching. | Baback Moghaddam, Chahab Nastar, Alex Pentland |
| 1995 | DCC | An Automatic System for Model-Based Coding of Faces. | Baback Moghaddam, Alex Pentland |
| 1995 | ICCV | Probabilistic Visual Learning for Object Detection. | Baback Moghaddam, Alex Pentland |
| 1995 | ICIP | A subspace method for maximum likelihood target detection. | Baback Moghaddam, Alex Pentland |
| 1994 | CVPR | View-based and modular eigenspaces for face recognition. | Alex Pentland, Baback Moghaddam, Thad Starner |