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Robin Rombach

Robin Rombach has 2 papers in our library, in 2021–2023; often with Andreas Blattmann.

2 papers in our library · 2021–2023

OpenAlex · ORCID · h-index 19 · 33 works · 21,393 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 1,731 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #1292

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Heidelberg UniversityHeidelberg · Germany2020–2022 · 8 papers🎓Ludwig-Maximilians-Universität MünchenMunich · Germany2021–2023 · 5 papers

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 2The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 works

 Works by year

2020s

20231 paper20211 paper

 Papers

The most cited first (OpenAlex and our library).

  1. High-Resolution Image Synthesis with Latent Diffusion Models (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 (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 ModelsarXiv:2112.10752Robin Rombach, Andreas Blattmann, Dominik Lorenz, et al.2021 · 1,996 citations
  2. Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAndreas Blattmann et al.2023 · 806 citations
  3. SDXL: Improving Latent Diffusion Models for High-Resolution Image SynthesisarXiv:2307.01952Dustin Podell, Zion English, Kyle Lacey, et al.2023 · 608 citations
  4. On Distillation of Guided Diffusion Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChenlin Meng et al.2023 · 387 citations
  5. DiffusionSat: A Generative Foundation Model for Satellite Imagery ↗arXiv (Cornell University) · no summary yetSamar Khanna et al.2023 · 34 citations

 Co-authors here

1 co-author with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/robin-rombach/