David Wipf

Publications by Year

Research Areas

Sparse and Compressive Sensing Techniques, Advanced Graph Neural Networks, Blind Source Separation Techniques, Advanced Image Processing Techniques, Generative Adversarial Networks and Image Synthesis

Most-Cited Works

• → Sparse Bayesian Learning for Basis Selection(2004)1,511 cited
• → An Empirical Bayesian Strategy for Solving the Simultaneous Sparse Approximation Problem(2007)899 cited
• → Iterative Reweighted $\ell_1$ and $\ell_2$ Methods for Finding Sparse Solutions(2010)441 cited
• → A unified Bayesian framework for MEG/EEG source imaging(2008)365 cited
• → A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing(2017)322 cited
• → Latent Variable Bayesian Models for Promoting Sparsity(2011)314 cited
• A New View of Automatic Relevance Determination(2007)
• → Lane Change Intent Analysis Using Robust Operators and Sparse Bayesian Learning(2007)258 cited
• → Robust Bayesian estimation of the location, orientation, and time course of multiple correlated neural sources using MEG(2009)222 cited
• → A Practical Transfer Learning Algorithm for Face Verification(2013)195 cited