Research Output per year
Fingerprint Dive into the research topics where Thomas Pock is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Optical flows
Engineering & Materials Science
Cameras
Engineering & Materials Science
Image reconstruction
Engineering & Materials Science
Neural networks
Engineering & Materials Science
Tomography
Engineering & Materials Science
Image registration
Engineering & Materials Science
Supervised learning
Engineering & Materials Science
Total Variation
Mathematics
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2004 2019
Joint Reconstruction and Classification of Tumor Cells and Cell Interactions in Melanoma Tissue Sections with Synthesized Training Data
Effland, A., Kobler, E., Brandenburg, A., Klatzer, T., Neuhäuser, L., Hölzel, M., Landsberg, J., Pock, T. & Rumpf, M., 2019, (Accepted/In press) In : International Journal of Computer Assisted Radiology and Surgery.Research output: Contribution to journal › Article › Research › peer-review
A First-Order Primal-Dual Algorithm with Linesearch
Malitsky, Y. & Pock, T., 2018, In : SIAM Journal on Optimization. 28, 1, p. 411-432 22 p.Research output: Contribution to journal › Article › Research › peer-review
Analysis of the influence of deviations between training and test data in learned image reconstruction
Knoll, F., Hammernik, K., Kobler, E., Pock, T., Sodickson, D. K. & Recht, M. P., 2018.Research output: Contribution to conference › Abstract › Research › peer-review
A Review of Depth and Normal Fusion Algorithms
Antensteiner, D., Stolc, S. & Pock, T., 2018, In : Sensors .Research output: Contribution to journal › Article › Research › peer-review
Assessment of the generalization of learned image reconstruction and the potential for transfer learning
Knoll, F., Hammernik, K., Pock, T., Sodickson, D. K. & Recht, M. P., 2018, p. 3376.Research output: Contribution to conference › Abstract › Research › peer-review
Activities 2009 2018
From variational models to variational networks
Thomas Pock (Speaker)6 Mar 2018
Activity: Talk or presentation › Talk at conference or symposium › Science to science
Learning better models for inverse problems in imaging
Thomas Pock (Speaker)7 Jun 2018
Activity: Talk or presentation › Talk at conference or symposium › Science to science
Inline Computational Imaging meets Convex Optimization
Thomas Pock (Speaker)11 Jun 2018
Activity: Talk or presentation › Talk at conference or symposium › Science to science
Total Roto-translational Variation
Thomas Pock (Speaker)22 Mar 2018
Activity: Talk or presentation › Talk at conference or symposium › Science to science
Learning with Structured Models
Thomas Pock (Speaker)5 Dec 2018
Activity: Talk or presentation › Talk at conference or symposium › Science to science
Prizes
Best Paper Award
Rene Ranftl (Recipient), Thomas Pock (Recipient) & Yunjin Chen (Recipient), 2014
Prize: Prizes / Medals / Awards
GCPR 2017 Best Paper Award
Erich Kobler (Recipient), Kerstin Hammernik (Recipient), Thomas Pock (Recipient) & Teresa Klatzer (Recipient), 15 Sep 2017
Prize: Prizes / Medals / Awards
GCPR 2018 Honorable Mention
Katrin Lasinger (Recipient), Christoph Vogel (Recipient), Thomas Pock (Recipient) & Konrad Schindler (Recipient), 2018
Prize: Prizes / Medals / Awards
Honourable Mention Award
Martin Urschler (Recipient), Thomas Ebner (Recipient), Darko Stern (Recipient), Thomas Pock (Recipient) & Kerstin Hammernik (Recipient), 14 Sep 2014
Prize: Prizes / Medals / Awards
Magna cum Laude Merit Award
Kerstin Hammernik (Recipient), Florian Knoll (Recipient), Daniel Sodickson (Recipient) & Thomas Pock (Recipient), 22 Apr 2016
Prize: Prizes / Medals / Awards
Projects 2004 2020
EU - HOMOVIS - High Level Prior Models for Computer Vision
1/06/15 → 31/05/20
Project: Research project
NIH - LOVIR - Learning an Optimized Variational Network for Medical Image Reconstruction
1/10/18 → 30/06/19
Project: Research project
FWF - BIVISION - Bilevel Optimization for Computer Vision
1/10/13 → 30/09/18
Project: Research project
FWF - EANOI - Efficient Algorithms for Nonsmooth Optimization in Imaging
1/04/13 → 31/08/17
Project: Research project