Computational Vision at UC Irvine  

Statistical Tests for Optimization Efficiency
Levi Boyles, Anoop Balan, Deva Ramanan, Max Welling
NIPS, 2011, 2196-2204.
[pdf]

Integrating Local Classifiers through Nonlinear Dynamics on Label Graphs with an Application to Image Segmentation
Yutian Chen, Andrew Gelfand, Charless Fowlkes, Max Welling
Proc. of the International Confernece on Computer Vision, 2011.
[pdf]

Unsupervised Learning of Visual Taxonomies
Evgeniy Bart, Ian Porteous, Pietro Perona, Max Welling
CVPR, 2008.
[pdf]

Hybrid Generative-Discriminative Object Recognition
Alex Holub, Max Welling, Pietro Perona
Int. J. Computer Vision, 2007.
[pdf]

The Rate Adapting Poisson Model for Information Retrieval and Object Recognition
P. Gehler, A. Holub, Max Welling
Proceedings of the 23rd International Conference on Machine Learning (ICML 2006), 2006, 337-344.
[pdf]

Topographic Product Models Applied to Natural Scene Statistics
Simon Osindero, Max Welling, Geoffrey Hinton
Neural Comput., 2006, 18, 2, 381--414.
[pdf]

Combining Generative Models and Fisher Kernels for Object Recognition
Alex Holub, Max Welling, Pietro Perona
ICCV, 2005, I: 136-143.
[pdf]

Viewpoint-Invariant Learning and Detection of Human Heads
Markus Weber, Wolfgang Einhaeuser, Max Welling, Pietro Perona
AFGR, 2000, 20-27.
[pdf]

Unsupervised Learning of Models for Recognition
Markus Weber, Max Welling, Pietro Perona
ECCV, 2000, I: 18-32.
[pdf]

Towards Automatic Discovery of Object Categories
Markus Weber, Max Welling, Pietro Perona
CVPR, 2000, II: 101-108.
[pdf]

Unsupervised Learning of Models for Recognition
Markus Weber, Max Welling, Pietro Perona
JNSC, 1999.
[pdf]