Robin Rombach
Impact in
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- Computer Graphics and Visualization Techniques
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- Generative Adversarial Networks and Image Synthesis
- Advanced Vision and Imaging
- Advanced Image Processing Techniques
- Multimodal Machine Learning Applications
- Video Analysis and Summarization
- Advanced Image and Video Retrieval Techniques
Papers in
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- Generative Adversarial Networks and Image Synthesis 12
- Advanced Vision and Imaging 5
- Advanced Image Processing Techniques 3
- Advanced Neural Network Applications 2
- Advanced Image and Video Retrieval Techniques 1
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- Computer Graphics and Visualization Techniques 3
- Co-authors
- Andreas Blattmann (6 shared papers)Björn Ommer (8 shared papers)Patrick Esser (6 shared papers)Tim Dockhorn (2 shared papers)Karsten Kreis (2 shared papers)Seung Wook Kim (2 shared papers)Sanja Fidler (2 shared papers)Huan Ling (1 shared paper)
- Journals
- Lecture notes in computer science (3 papers)2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (1 paper)2021 IEEE/CVF International Conference on Computer Vision (ICCV) (1 paper)arXiv (Cornell University) (3 papers)
- Partner nations
- GermanyCanadaUnited States
In The Last Decade
Robin Rombach
14 papers receiving 10.1k citations
Robin Rombach's Hit Papers
Peers
Comparison fields: 5 of 179
- Computer Graphics and Computer-Aided Design 1.3k
- Computer Vision and Pattern Recognition 6.0k
- Artificial Intelligence 2.4k
- Signal Processing 624
- Media Technology 474
Countries citing papers authored by Robin Rombach
This map shows the geographic impact of Robin Rombach's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Robin Rombach with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Robin Rombach more than expected).
Fields of papers citing papers by Robin Rombach
This network shows the impact of papers produced by Robin Rombach. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Robin Rombach. The network helps show where Robin Rombach may publish in the future.
Co-authors
The 22 scholars most cited alongside Robin Rombach, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | High-Resolution Image Synthesis with Latent Diffusion Models Hit paper breakdown → | 2022 | 9374 |
| 2 | Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models Hit paper breakdown → | 2023 | 447 |
| 3 | On Distillation of Guided Diffusion Models Hit paper breakdown → | 2023 | 197 |
| 4 | Adversarial Diffusion Distillation Hit paper breakdown → | 2024 | 118 |
| 5 | 2024 | 62 | |
| 6 | 2021 | 62 | |
| 7 | 2024 | 40 | |
| 8 | 2023 | 38 | |
| 9 | 2020 | 9 | |
| 10 | 2022 | 5 | |
| 11 | 2022 | 3 | |
| 12 | 2021 | 2 | |
| 13 | 2021 | 2 | |
| 14 | 2020 | 1 |
About Robin Rombach
Robin Rombach is a scholar working on Computer Vision and Pattern Recognition, Computer Graphics and Computer-Aided Design, Artificial Intelligence, Statistical and Nonlinear Physics and Radiology, Nuclear Medicine and Imaging, having authored 14 papers that have together received 10.4k indexed citations. Recurring topics across this work include Generative Adversarial Networks and Image Synthesis (12 papers), Advanced Vision and Imaging (5 papers), Computer Graphics and Visualization Techniques (3 papers), Advanced Image Processing Techniques (3 papers), Explainable Artificial Intelligence (XAI) (3 papers), Adversarial Robustness in Machine Learning (3 papers), Advanced Neural Network Applications (2 papers) and Advanced Image and Video Retrieval Techniques (1 paper). The work is most often cited by research in Computer Graphics and Computer-Aided Design (1.3k citations), Computer Vision and Pattern Recognition (6.0k citations), Artificial Intelligence (2.4k citations), Signal Processing (624 citations) and Media Technology (474 citations). Robin Rombach has collaborated with scholars based in Germany, Canada and United States. Frequent co-authors include Andreas Blattmann, Björn Ommer, Patrick Esser, Tim Dockhorn, Karsten Kreis, Seung Wook Kim, Sanja Fidler, Huan Ling, Diederik P. Kingma and Ruiqi Gao. Their work appears in journals such as Lecture notes in computer science, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021 IEEE/CVF International Conference on Computer Vision (ICCV) and arXiv (Cornell University).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.