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Björn Ommer

Munich School of Philosophy · DE
Area of research
Computer Vision and Pattern Recognition · Artificial Intelligence
Research interest
Research interests include Generative Adversarial Networks and Image Synthesis, Advanced Image and Video Retrieval Techniques, Human Pose and Action Recognition, and Domain Adaptation and Few-Shot Learning.
h-index
33
citations
17,797
works
194
NIH funding
primary concept
email

Recent publications

Benchmarking deep learning‐based low‐dose CT image denoising algorithms
Medical Physics 2024cited by 26position: middledoi
Reconstructing and analyzing the invariances of low‐dose CT image denoising networks
Medical Physics 2024cited by 4position: middledoi
High-Resolution Image Synthesis with Latent Diffusion Models
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022cited by 13,331position: lastdoi
Reconstructing invariances of CT image denoising networks using invertible neural networks
7th International Conference on Image Formation in X-Ray Computed Tomography 2022cited by 1position: middledoi
Shape or Texture: Understanding Discriminative Features in CNNs
arXiv (Cornell University) 2021cited by 15position: middledoi
Learning Multi-Scale Photo Exposure Correction
2021cited by 3position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Marc Kachelrieß · German Cancer Research Center3 papers (2022–2024)Elias Eulig · German Cancer Research Center3 papers (2022–2024)Konstantinos G. Derpanis · York University2 papers (2021–2021)Patrick Esser · Oxford Brookes University2 papers (2021–2022)Dominik Lorenz · University of Tübingen1 papers (2022–2022)Fabian Jäger · IS practice1 papers (2024–2024) · 1 papers (2021–2021)Joscha Maier · German Cancer Research Center1 papers (2024–2024)Robin Rombach · University of Tübingen1 papers (2022–2022)Sen Jia · York University1 papers (2021–2021)Matthew Kowal · University of British Columbia1 papers (2021–2021)Mahmoud Afifi · York University1 papers (2021–2021)Andreas Blattmann · University of Tübingen1 papers (2022–2022)Neil D. B. Bruce · York University1 papers (2021–2021)Michael S. Brown · York University1 papers (2021–2021)