Robin Rombach
- High-Resolution Image Synthesis with Latent Diffusion Models
2021/12/20 by Robin Rombach, Andreas Blattmann, Rombach, Robin +7 · 4 voices · 2427 citations
Computer Science · #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #cs.CV
- High-Resolution Image Synthesis with Latent Diffusion Models
2022/06/01 by Robin Rombach, Andreas Blattmann, Dominik Lorenz +2 · 1514 citations
Computer Science · #Advanced Image Processing Techniques #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
- Taming Transformers for High-Resolution Image Synthesis
2020/12/17 by Patrick Esser, Robin Rombach, Esser, Patrick +3 · 2 voices · 377 citations
#cs.CV
- Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
2024/03/05 by Patrick Esser, Esser, Patrick, Sumith Kulal +31 · 937 citations
Computer Science · #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
- SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
2023/07/04 by Dustin Podell, Podell, Dustin, Zion English +13 · 734 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets
2023/11/25 by Andreas Blattmann, Blattmann, Andreas, Tim Dockhorn +21 · 456 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models
2023/04/18 by Andreas Blattmann, Robin Rombach, Blattmann, Andreas +11 · 172 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Adversarial Diffusion Distillation
2023/11/28 by Axel Sauer, Dominik Lorenz, Sauer, Axel +5 · 126 citations
Physics and Astronomy · Computer Science · Biochemistry, Genetics and Molecular Biology · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques
- FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space
2025/06/17 by Black Forest Labs, Stephen Batifol, Labs, Black Forest +38 · 328 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion
2024/03/18 by Vikram Voleti, Chun-Han Yao, Voleti, Vikram +15 · 72 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation
2024/03/18 by Axel Sauer, Sauer, Axel, Frederic Boesel +9 · 55 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- Semi-Parametric Neural Image Synthesis
2022/04/25 by Andreas Blattmann, Robin Rombach, Blattmann, Andreas +5 · 18 citations
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction
- aMUSEd: An Open MUSE Reproduction
2024/01/03 by Suraj Patil, Patil, Suraj, William Berman +5 · 7 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
- NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models
2023/04/19 by Seung Wook Kim, Bradley Brown, Kim, Seung Wook +15 · 5 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
- ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis
2021/08/19 by Patrick Esser, Robin Rombach, Esser, Patrick +5 · 5 citations
Computer Science · #Advanced Image Processing Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- High-Resolution Complex Scene Synthesis with Transformers
2021/05/13 by Manuel Jahn, Robin Rombach, Jahn, Manuel +3 · 1 citation
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- A Note on Data Biases in Generative Models
2020/12/04 by Patrick Esser, Robin Rombach, Esser, Patrick +3 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Explainable Artificial Intelligence (XAI) #Human Pose and Action Recognition