Spectral Hashing

On Spectral Clustering: Analysis and an algorithm

2001 • 7,883 citations

Spectral Graph Theory

1996 • 6,112 citations

Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering

2002 • 4,467 citations

Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps

2005 • 1,650 citations

Stochastic Neighbor Embedding

2002 • 1,459 citations

Spectral grouping using the nystrom method

2004 • 1,309 citations

Semantic hashing

2008 • 1,266 citations

Near-Optimal Hashing Algorithms for Approximate Nearest Neighbor in High Dimensions

2006 • 1,119 citations

Diffusion maps, spectral clustering and reaction coordinates of dynamical systems

2006 • 1,035 citations

Normalized cuts and image segmentation

2002 • 877 citations

Fast pose estimation with parameter-sensitive hashing

2003 • 781 citations

Scene completion using millions of photographs

2007 • 753 citations

Small codes and large image databases for recognition

2008 • 745 citations

Towards a theoretical foundation for Laplacian-based manifold methods

2007 • 479 citations

Learning a Nonlinear Embedding by Preserving Class Neighbourhood Structure

2007 • 449 citations

Learning Eigenfunctions Links Spectral Embedding and Kernel PCA

2004 • 335 citations

Limits of Spectral Clustering

2004 • 101 citations