A Digital Antennal Lobe for Pattern Equalization: Analysis and Design. - Alex Holub; Gilles Laurent 001; Pietro Perona (NIPS, 2002)

A Discriminative Framework for Modelling Object Classes. - Alex Holub; Pietro Perona (CVPR (1), 2005)

Combining Generative Models and Fisher Kernels for Object Recognition. - Alex Holub; Max Welling; Pietro Perona (ICCV, 2005)

Bayesian approach to feature selection and parameter tuning for support vector machine classifiers. - Carl Gold; Alex Holub; Peter Sollich (Neural Networks, 2005)

The rate adapting poisson model for information retrieval and object recognition. - Peter V. Gehler; Alex Holub; Max Welling (ICML, 2006)

On Constructing Facial Similarity Maps. - Alex Holub; Yun-hsueh Liu; Pietro Perona (CVPR, 2007)

Entropy-based active learning for object recognition. - Alex Holub; Pietro Perona; Michael C. Burl (CVPR Workshops, 2008)

Unsupervised clustering for google searches of celebrity images. - Alex Holub; Pierre Moreels; Pietro Perona (FG, 2008)

Hybrid Generative-Discriminative Visual Categorization. - Alex Holub; Max Welling; Pietro Perona (Int. J. Comput. Vis., 2008)

Towards unlocking web video: Automatic people tracking and clustering. - Alex Holub; Pierre Moreels; Atiq Islam; Andrei Makhanov; Rui Yang (CVPR Workshops, 2009)