Stefan Harmeling
22 publications
10 venues
H Index 12
Affiliation
Technische Universit t Dortmund, Dortmund, GermanyHeinrich Heine University of D sseldorf, Computer Science Department, Germany
Max Planck Institute for Intelligent Systems, T binngen, Germany
Fraunhofer FIRST, Berlin, Germany
Links
DBLPGoogle Scholar
- https://www.tu-dortmund.de/universitaet/neuberufene-professorinnen/prof-stefan-harmeling/
- https://www.cs.hhu.de/en/research-groups/machine-learning/our-team/team/harmeling.html
- https://mastodon.social/@stefanharmeling
- https://www.wikidata.org/entity/Q102485671
- https://arxiv.org/a/harmeling_s_1.html
- https://d-nb.info/gnd/129710164
- https://mathgenealogy.org/id.php?id=205731
| Name | Venue | Year | citations |
|---|---|---|---|
Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations.
|
ICML | 2024 | 0 |
| Transformer-based World Models Are Happy With 100k Interactions.
|
ICLR | 2023 | 0 |
| Learning Conditional Generative Models for Phase Retrieval.
|
JMLR | 2023 | 0 |
| Learning to Plan via a Multi-step Policy Regression Method.
|
ICANN | 2021 | 0 |
| Non-iterative Phase Retrieval with Cascaded Neural Networks.
|
ICANN | 2021 | 7 |
| Modular Block-diagonal Curvature Approximations for Feedforward Architectures.
|
AISTATS | 2020 | 0 |
| Learning to Deblur.
|
TPAMI | 2016 | 0 |
| Attribute-Based Classification for Zero-Shot Visual Object Categorization.
|
TPAMI | 2014 | 1347 |
| On a Link Between Kernel Mean Maps and Fraunhofer Diffraction, with an Application to Super-Resolution Beyond the Diffraction Limit.
|
CVPR | 2013 | 3 |
| A Machine Learning Approach for Non-blind Image Deconvolution.
|
CVPR | 2013 | 271 |
| Recording and Playback of Camera Shake: Benchmarking Blind Deconvolution with a Real-World Database.
|
ECCV | 2012 | 365 |
| Blind Correction of Optical Aberrations.
|
ECCV | 2012 | 42 |
| Image denoising: Can plain neural networks compete with BM3D?
|
CVPR | 2012 | 1143 |
| Non-stationary correction of optical aberrations.
|
ICCV | 2011 | 78 |
| Fast removal of non-uniform camera shake.
|
ICCV | 2011 | 312 |
| Greedy Learning of Binary Latent Trees.
|
TPAMI | 2011 | 55 |
| Efficient filter flow for space-variant multiframe blind deconvolution.
|
CVPR | 2010 | 232 |
| Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake.
|
NIPS/NeurIPS | 2010 | 132 |
| How to Explain Individual Classification Decisions.
|
JMLR | 2010 | 0 |
| Learning to detect unseen object classes by between-class attribute transfer.
|
CVPR | 2009 | 2101 |
| Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation.
|
JMLR | 2003 | 4 |
| Kernel Feature Spaces and Nonlinear Blind Souce Separation.
|
NIPS/NeurIPS | 2001 | 32 |