Robin Rombach

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 37

Top Topics

Palmprint Matching

Diffusion Models

Image Synthesis

Top Venues

Publications

Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, Robin Rombach
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis. ICLR (2024)
Patrick Esser, Sumith Kulal, Andreas Blattmann, Rahim Entezari, Jonas Müller, Harry Saini, Yam Levi, Dominik Lorenz, Axel Sauer, Frederic Boesel, Dustin Podell, Tim Dockhorn, Zion English, Kyle Lacey, Alex Goodwin, Yannik Marek, Robin Rombach
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis. CoRR (2024)
Axel Sauer, Frederic Boesel, Tim Dockhorn, Andreas Blattmann, Patrick Esser, Robin Rombach
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation. CoRR (2024)
Suraj Patil, William Berman, Robin Rombach, Patrick von Platen
aMUSEd: An Open MUSE Reproduction. CoRR (2024)
Samar Khanna, Patrick Liu, Linqi Zhou, Chenlin Meng, Robin Rombach, Marshall Burke, David B. Lobell, Stefano Ermon
DiffusionSat: A Generative Foundation Model for Satellite Imagery. ICLR (2024)
Frederic Boesel, Robin Rombach
Improving Image Editing Models with Generative Data Refinement. Tiny Papers @ ICLR (2024)
Vikram Voleti, Chun-Han Yao, Mark Boss, Adam Letts, David Pankratz, Dmitry Tochilkin, Christian Laforte, Robin Rombach, Varun Jampani
SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion. CoRR (2024)
Andreas Blattmann, Tim Dockhorn, Sumith Kulal, Daniel Mendelevitch, Maciej Kilian, Dominik Lorenz, Yam Levi, Zion English, Vikram Voleti, Adam Letts, Varun Jampani, Robin Rombach
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets. CoRR (2023)
Seung Wook Kim, Bradley Brown, Kangxue Yin, Karsten Kreis, Katja Schwarz, Daiqing Li, Robin Rombach, Antonio Torralba, Sanja Fidler
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models. CoRR (2023)
Samar Khanna, Patrick Liu, Linqi Zhou, Chenlin Meng, Robin Rombach, Marshall Burke, David B. Lobell, Stefano Ermon
DiffusionSat: A Generative Foundation Model for Satellite Imagery. CoRR (2023)
Axel Sauer, Dominik Lorenz, Andreas Blattmann, Robin Rombach
Adversarial Diffusion Distillation. CoRR (2023)
Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis
Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models. CVPR (2023)
Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models. CoRR (2023)
Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, Robin Rombach
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis. CoRR (2023)
Chenlin Meng, Robin Rombach, Ruiqi Gao, Diederik P. Kingma, Stefano Ermon, Jonathan Ho, Tim Salimans
On Distillation of Guided Diffusion Models. CVPR (2023)
Seung Wook Kim, Bradley Brown, Kangxue Yin, Karsten Kreis, Katja Schwarz, Daiqing Li, Robin Rombach, Antonio Torralba, Sanja Fidler
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models. CVPR (2023)
Andreas Blattmann, Robin Rombach, Kaan Oktay, Björn Ommer
Retrieval-Augmented Diffusion Models. CoRR (2022)
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, Björn Ommer
High-Resolution Image Synthesis with Latent Diffusion Models. CVPR (2022)
Robin Rombach, Andreas Blattmann, Björn Ommer
Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models. CoRR (2022)
Andreas Blattmann, Robin Rombach, Kaan Oktay, Jonas Müller, Björn Ommer
Retrieval-Augmented Diffusion Models. NeurIPS (2022)
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, Björn Ommer
High-Resolution Image Synthesis with Latent Diffusion Models. CoRR (2021)
Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Björn Ommer
Stochastic Image-to-Video Synthesis using cINNs. CoRR (2021)
Robin Rombach, Patrick Esser, Björn Ommer
Geometry-Free View Synthesis: Transformers and no 3D Priors. CoRR (2021)
Patrick Esser, Robin Rombach, Björn Ommer
Taming Transformers for High-Resolution Image Synthesis. CVPR (2021)
Patrick Esser, Robin Rombach, Andreas Blattmann, Björn Ommer
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis. NeurIPS (2021)
Manuel Jahn, Robin Rombach, Björn Ommer
High-Resolution Complex Scene Synthesis with Transformers. CoRR (2021)
Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Björn Ommer
Stochastic Image-to-Video Synthesis Using cINNs. CVPR (2021)
Robin Rombach, Patrick Esser, Björn Ommer
Geometry-Free View Synthesis: Transformers and no 3D Priors. ICCV (2021)
Patrick Esser, Robin Rombach, Andreas Blattmann, Björn Ommer
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis. CoRR (2021)
Patrick Esser, Robin Rombach, Björn Ommer
A Disentangling Invertible Interpretation Network for Explaining Latent Representations. CVPR (2020)
Patrick Esser, Robin Rombach, Björn Ommer
Taming Transformers for High-Resolution Image Synthesis. CoRR (2020)
Patrick Esser, Robin Rombach, Björn Ommer
A Note on Data Biases in Generative Models. CoRR (2020)
Robin Rombach, Patrick Esser, Björn Ommer
Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with INNs. CoRR (2020)
Robin Rombach, Patrick Esser, Björn Ommer
Making Sense of CNNs: Interpreting Deep Representations and Their Invariances with INNs. ECCV (17) (2020)
Robin Rombach, Patrick Esser, Björn Ommer
Network Fusion for Content Creation with Conditional INNs. CoRR (2020)
Robin Rombach, Patrick Esser, Björn Ommer
Network-to-Network Translation with Conditional Invertible Neural Networks. NeurIPS (2020)
Patrick Esser, Robin Rombach, Björn Ommer
A Disentangling Invertible Interpretation Network for Explaining Latent Representations. CoRR (2020)