--- title: "Robin Rombach — author profile and papers in our library" description: "Robin Rombach: 2 papers on Elamur Research (2021–2023), h-index 19 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/robin-rombach/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/robin-rombach/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Robin Rombach # Robin Rombach Robin Rombach has 2 papers in our library, in 2021–2023; often with [Andreas Blattmann](https://md.research.elamur.ai/free/en/authors/andreas-blattmann/). 2 papers in our library · 2021–2023 [OpenAlex](https://openalex.org/A5022021439) · [ORCID](https://orcid.org/0009-0001-0105-1526) · [**h-index 19**](https://openalex.org/authors/A5022021439) · [33 works](https://openalex.org/works?filter=author.id:A5022021439) · [21,393 citations](https://openalex.org/works?filter=author.id:A5022021439&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/robin-rombach/#papers) · [🔗 Cited 1,731 times in our library](https://md.research.elamur.ai/free/en/authors/robin-rombach/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #1292](https://md.research.elamur.ai/free/en/paper-stars/page/13/#star-1292) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Robin+Rombach) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Robin+Rombach) · [dblp](https://dblp.org/search?q=Robin+Rombach) · [ACL Anthology](https://aclanthology.org/search/?q=Robin+Rombach) ## Affiliations [🎓**Heidelberg University** Heidelberg · Germany 2020–2022 · 8 papers](https://md.research.elamur.ai/free/en/universities/heidelberg-university/) · [🎓**Ludwig-Maximilians-Universität München** Munich · Germany 2021–2023 · 5 papers](https://md.research.elamur.ai/free/en/universities/ludwig-maximilians-universitat-munchen/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 2 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/robin-rombach/year/2023/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/robin-rombach/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[High-Resolution Image Synthesis with Latent Diffusion Models](https://md.research.elamur.ai/free/en/papers/rombach-2021-high-resolution-image-synthesis-latent/)** *(2021 · 1,996 citations)* Pixel-space diffusion models generate excellent images but are very expensive. Training can take hundreds of GPU days, and sampling requires many sequential network passes over full-resolution images. Rombach et al. split generation into two stages. First, an autoencoder learns a compact latent space that looks the… 2. **[SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis](https://md.research.elamur.ai/free/en/papers/podell-2023-sdxl-improving-latent-diffusion-models/)** *(2023 · 608 citations)* SDXL is Stability AI's open text-to-image latent diffusion model. It targets the quality gap between earlier Stable Diffusion releases and closed commercial generators, and the paper argues that closed models cannot be properly checked for bias or reproduced. The authors scale up the UNet and rebalance it, placing… ## All works 5 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. [**High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752**Robin Rombach, Andreas Blattmann, Dominik Lorenz, et al.*2021 · 1,996 citations*](https://md.research.elamur.ai/free/en/papers/rombach-2021-high-resolution-image-synthesis-latent/) 2. **[Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models ↗](https://doi.org/10.1109/cvpr52729.2023.02161) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Andreas Blattmann et al.*2023 · 806 citations* 3. [**SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis arXiv:2307.01952**Dustin Podell, Zion English, Kyle Lacey, et al.*2023 · 608 citations*](https://md.research.elamur.ai/free/en/papers/podell-2023-sdxl-improving-latent-diffusion-models/) 4. **[On Distillation of Guided Diffusion Models ↗](https://doi.org/10.1109/cvpr52729.2023.01374) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Chenlin Meng et al.*2023 · 387 citations* 5. **[DiffusionSat: A Generative Foundation Model for Satellite Imagery ↗](https://arxiv.org/abs/2312.03606) arXiv (Cornell University) · no summary yet**Samar Khanna et al.*2023 · 34 citations* ## Co-authors here 1 co-author with a page, the most papers together first. - [Andreas Blattmann](https://md.research.elamur.ai/free/en/authors/andreas-blattmann/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×2 ## Cited by Papers of our library cite their works 1,731 times (of the 149,439 papers whose bibliographies we read); [132 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/robin-rombach/cited-by/). Updated 2 November 2026