Vision: are models of object recognition catching up with the brain?

From simple innate biases to complex visual concepts

(2012) S. Ullman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Mathematics of the Neural Response

(2009) S. Smale et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

A High-Throughput Screening Approach to Discovering Good Forms of Biologically Inspired Visual Representation

(2009) Nicolas Pinto et al.   PLoS Computational Biology

Combined Top-Down/Bottom-Up Segmentation

(2008) E. Borenstein et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Object Class Recognition and Localization Using Sparse Features with Limited Receptive Fields

(2008) Jim Mutch et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A neural code for three-dimensional object shape in macaque inferotemporal cortex

(2008) Yukako Yamane et al.   NATURE NEUROSCIENCE

Image interpretation by a single bottom-up top-down cycle

(2008) B. Epshtein et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The discovery of structural form

(2008) C. Kemp et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA