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Robin Rombach | Researchclopedia

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Robin Rombach

41

Works

14,857

Citations

16

h-index

20

i10-index

Research Topics

Generative Adversarial Networks and Image Synthesis Computer Graphics and Visualization Techniques Advanced Vision and Imaging

Affiliations

Heidelberg University2020–2022

LMU Klinikum2023–2023

Nordwestdeutsche Forstliche Versuchsanstalt2024–2024

University of Tübingen2024–2024

Ludwig-Maximilians-Universität München2021–2023

Top Works

High-Resolution Image Synthesis with Latent Diffusion Models

Robin Rombach,Andreas Blattmann,et al.

202212,415 citations

Multimodal Machine Learning Applications

Explainable Artificial Intelligence (XAI)

High-Resolution Image Synthesis with Latent Diffusion Models

Robin Rombach,Andreas Blattmann,et al.

2021701 citations

Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models

Andreas Blattmann,Robin Rombach,et al.

2023515 citations

SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Dustin Podell,Zion English,et al.

2023307 citations

On Distillation of Guided Diffusion Models

Chenlin Meng,Robin Rombach,et al.

2023236 citations

Adversarial Diffusion Distillation

Axel Sauer,Dominik Lorenz,et al.

2024135 citations

Taming Transformers for High-Resolution Image Synthesis

Patrick Esser,Robin Rombach,et al.

2021119 citations

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Patrick Esser,Sumith Kulal,et al.

202484 citations

SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image Using Latent Video Diffusion

Vikram Voleti,Chun-Han Yao,et al.

202455 citations