PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Stefan Harmeling

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Number of EPrints submitted by this user: 18

Inferring Textual Entailment with a Probabistically Sound Calculus
Stefan Harmeling, Michael Hirsch, Suvrit Sra and Bernhard Schölkopf
Journal of Natural Language Engineering Volume 15, Number 4, pp. 450-477, 2009.

Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer
Christoph Lampert, Hannes Nickisch and Stefan Harmeling
In: CVPR 2009, 20-25 Jun 2009, Miami, USA.

Online Blind Image Deconvolution for Astronomy
Stefan Harmeling, Michael Hirsch, Suvrit Sra and Bernhard Schölkopf
In: IEEE International Conference on Computational Photography, 16-17 Apr 2009, San Francisco, USA.

GRAVITATIONAL LENSING ACCURACY TESTING 2010 (GREAT10) CHALLENGE HANDBOOK
Thomas Kitching, Adam Amara, Mondeep Gill, Stefan Harmeling, Catherine Heymans, Richard Massey, Barnaby Rowe, Tim Schrabback, Lisa Voigt, Sreekumar Balan, Gary Bernstein, Matthias Bethge, Sarah Bridle, Frederic Courbin, Marc Gentile, Alan Heavens, Michael Hirsch, Reshad Hosseini, Alina Kiessling, Donnacha Kirk, Konrad Kuijken, Rachel Mandelbaum, Baback Moghaddam, Guldariya Rhodes, Bernhard Schölkopf, John Shawe-Taylor, Marina Shmakova, Andy Taylor, Malin Velander, Ludovic van Waerbeke, Dugan Witherick and David Wittman
Annals of Applied Statistics Volume 5, Number 3, pp. 2231-2263, 2011.

How to Explain Individual Classification Decisions
David Baehrens, Timon Schröter, Stefan Harmeling, Motoaki Kawanabe, Katja Hansen and Klaus-Robert Müller
Journal of Machine Learning Research Volume 11, pp. 1803-1831, 2010.

Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing
Sarah Bridle, Sreekumar T. Balan, Matthias Bethge, Marc Gentile, Stefan Harmeling, Catherine Heymans, Michael Hirsch, Reshad Hosseini, Mike Jarvis, Donnacha Kirk, Thomas Kitching, Konrad Kuijken, Antony Lewis, Stephane Paulin-Henriksson, Bernhard Schölkopf, Malin Velander, Lisa Voigt, Dugan Witherick, Adam Amara, Gary Bernstein, Ferderic Courbin, Mandeep Gill, Alan Heavens, Rachel Mandelbaum, Richard Massey, Baback Moghaddam, Anais Rassat, Alexandre Refregier, Jason Rhodes, Tim Schrabback, John Shawe-Taylor, Marina Shmakova, Ludovic van Waerbeke and David Wittman
Monthly Notices of the Royal Astronomical Society Volume 405, Number 3, pp. 2044-2061, 2010.

Greedy Learning of Binary Latent Trees
Stefan Harmeling and Christopher Williams
IEEE Transactions on Pattern Analysis and Machine Intelligence 2010.

Online Multi-frame Blind Deconvolution with Super-resolution and Saturation Correction
Michael Hirsch, Stefan Harmeling, Suvrit Sra and Bernhard Schölkopf
Astronomy and Astrophysics 2009.

Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution
Michael Hirsch, Suvrit Sra, Bernhard Schölkopf and Stefan Harmeling
In: CVPR 2010, 13-18 Jun 2010, San Francisco, USA.

Multiframe Blind Deconvolution, Super-Resolution, and Saturation Correction via Incremental EM
Stefan Harmeling, Suvrit Sra, Michael Hirsch and Bernhard Schölkopf
In: ICIP 2010, 26-29 Sep 2010, Hong Kong.

Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake
Stefan Harmeling, Michael Hirsch and Bernhard Schölkopf
In: NIPS 2010, 6-9 Dec 2010, Vancouver, Canada.

Expectation-Maximization methods for solving (PO)MDPs and optimal control problems
Marc Toussaint, Amos Storkey and Stefan Harmeling
In: Inference and Learning in Dynamic Models (2011) Cambridge University Press .

Greedy Learning of Binary Latent Trees
Stefan Harmeling and Christopher Williams
IEEE Transactions on Pattern Analysis and Machine Intelligence Volume 33, Number 6, pp. 1087-1097, 2011.

Online Multi-frame Blind Deconvolution with Super-resolution and Saturation Correction
Michael Hirsch, Stefan Harmeling, Suvrit Sra and Bernhard Schölkopf
Astronomy & Astrophysics Volume 531, Number A9, pp. 1-11, 2011.

Removing noise from astronomical images using a pixel-specific noise model
Christopher Burger, Bernhard Schölkopf and Stefan Harmeling
In: ICCP 2011(2011).

Automatic foreground-background refocusing
Alexander Loktyushin and Stefan Harmeling
In: ICIP 2011(2011).

Non-stationary correction of optical aberrations
Christian Schuler, Michael Hirsch, Stefan Harmeling and Bernhard Schölkopf
In: ICCV 2011(2011).

Fast removal of non-uniform camera shake
Michael Hirsch, Christian Schuler, Stefan Harmeling and Bernhard Schölkopf
In: ICCV 2011(2011).