Contact

Peter Vincent Gehler

Address: Spemannstrasse 41
72076 Tübingen
Room number: 1.B.05
E-Mail: pgehler
Print page    
Picture of Gehler, Peter Vincent

Peter Vincent Gehler

  Unit: Alumni Schölkopf

Preferences: 
References per page: Year: Medium:

  
Show abstracts

Conference papers (11):

Kiefel M Person and Gehler P Person (2014) Human Pose Estimation with Fields of Parts In: 13th European Conference on Computer Vision, ECCV 2014. accepted
pdf
Dinuzzo F Person, Ong CS Person, Gehler PV Person and Pillonetto G (2011) Learning output kernels with block coordinate descent (Ed) Getoor, L. , T. Scheffer, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 49-56.
pdf
Gehler P Person, Rother C , Kiefel M Person, Zhang L Person and Schölkopf B Person (2011) Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance In: Advances in Neural Information Processing Systems 24, (Ed) J Shawe-Taylor, RS Zemel, PL Bartlett, FCN Pereira and KQ Weinberger, Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Curran Associates, Inc., Red Hook, NY, USA, 765-773.
pdf
Gehler PV Person and Nowozin S Person (2009) On Feature Combination for Multiclass Object Classification In: ICCV 2009, Twelfth IEEE International Conference on Computer Vision, IEEE Computer Society, Piscataway, NJ, USA, 221-228.
pdf
Gehler PV Person and Nowozin S Person (2009) Let the Kernel Figure it Out: Principled Learning of Pre-processing for Kernel Classifiers In: CVPR 2009, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Service Center, Piscataway, NJ, USA, 2836-2843.
pdf
Gehler PV Person and Nowozin S Person (2008) Infinite Kernel Learning NIPS 2008 Workshop on "Kernel Learning: Automatic Selection of Optimal Kernels" (LK ASOK´08), 1-4.
pdf
Gehler PV Person, Rother C , Blake A , Minka T and Sharp T (2008) Bayesian Color Constancy Revisited In: CVPR 2008, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Service Center, Piscataway, NJ, USA, 1-8.
pdf
Gehler PV Person and Chapelle O Person (2007) Deterministic Annealing for Multiple-Instance Learning In: JMLR Workshop and Conference Proceedings Volume 2: AISTATS 2007, (Ed) Meila, M. , X. Shen, 11th International Conference on Artificial Intelligence and Statistics, MIT Press, Cambridge, MA, USA, 123-130.
pdf
Franz MO Person and Gehler PV Person (2006) How to choose the covariance for Gaussian process regression independently of the basis Workshop Gaussian Processes in Practice (GPIP 2006), videolectures.net, Scottsdale, AZ, USA, -, 1-4.
pdf
Gehler PV Person, Holub AD and Welling M (2006) The Rate Adapting Poisson Model for Information Retrieval and Object Recognition In: ICML 2006, (Ed) Cohen, W. W., A. Moore, 23rd International Conference on Machine Learning, ACM Press, New York, NY, USA, 337-344.
pdfps
Gehler PV Person and Welling M (2006) Products of "Edge-perts" In: Advances in neural information processing systems 18, (Ed) Weiss, Y. , B. Schölkopf, J. Platt, Nineteenth Annual Conference on Neural Information Processing Systems (NIPS 2005), MIT Press, Cambridge, MA, USA, 419-426.
pdf

Contributions to books (1):

Gehler PV Person and Schölkopf B Person: An introduction to kernel learning algorithms, 25-48. In: Kernel Methods for Remote Sensing Data Analysis, (Ed) G Camps-Valls and L Bruzzone, Wiley, New York, NY, USA, (2009).

Technical reports (2):

Gehler PV Person and Nowozin S Person: Infinite Kernel Learning, 178, Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, (2008).
pdf
Gehler PV Person and Franz M Person: Implicit Wiener Series, Part II: Regularised estimation, 148, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (2006).
pdf

Theses (1):

Gehler PV Person: Kernel Learning Approaches for Image Classification, Universität des Saarlandes, Saarbrücken, Germany, (2009). PhD thesis
pdf

Export as:
BibTeX, XML, Pubman, Edoc