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Robin Rombach
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2020 – today
- 2024
- [c18]Axel Sauer, Dominik Lorenz, Andreas Blattmann, Robin Rombach:
Adversarial Diffusion Distillation. ECCV (86) 2024: 87-103 - [c17]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. ECCV (1) 2024: 439-457 - [c16]Frederic Boesel, Robin Rombach:
Improving Image Editing Models with Generative Data Refinement. Tiny Papers @ ICLR 2024 - [c15]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 - [c14]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 - [c13]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, Robin Rombach:
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis. ICML 2024 - [i22]Suraj Patil, William Berman, Robin Rombach, Patrick von Platen:
aMUSEd: An Open MUSE Reproduction. CoRR abs/2401.01808 (2024) - [i21]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 abs/2403.03206 (2024) - [i20]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 abs/2403.12008 (2024) - [i19]Axel Sauer, Frederic Boesel, Tim Dockhorn, Andreas Blattmann, Patrick Esser, Robin Rombach:
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation. CoRR abs/2403.12015 (2024) - 2023
- [c12]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: 8496-8506 - [c11]Chenlin Meng, Robin Rombach, Ruiqi Gao, Diederik P. Kingma, Stefano Ermon, Jonathan Ho, Tim Salimans:
On Distillation of Guided Diffusion Models. CVPR 2023: 14297-14306 - [c10]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: 22563-22575 - [i18]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 abs/2304.08818 (2023) - [i17]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 abs/2304.09787 (2023) - [i16]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 abs/2307.01952 (2023) - [i15]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 abs/2311.15127 (2023) - [i14]Axel Sauer, Dominik Lorenz, Andreas Blattmann, Robin Rombach:
Adversarial Diffusion Distillation. CoRR abs/2311.17042 (2023) - [i13]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 abs/2312.03606 (2023) - 2022
- [c9]Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, Björn Ommer:
High-Resolution Image Synthesis with Latent Diffusion Models. CVPR 2022: 10674-10685 - [c8]Andreas Blattmann, Robin Rombach, Kaan Oktay, Jonas Müller, Björn Ommer:
Retrieval-Augmented Diffusion Models. NeurIPS 2022 - [i12]Andreas Blattmann, Robin Rombach, Kaan Oktay, Björn Ommer:
Retrieval-Augmented Diffusion Models. CoRR abs/2204.11824 (2022) - [i11]Robin Rombach, Andreas Blattmann, Björn Ommer:
Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models. CoRR abs/2207.13038 (2022) - 2021
- [c7]Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Björn Ommer:
Stochastic Image-to-Video Synthesis Using cINNs. CVPR 2021: 3742-3753 - [c6]Patrick Esser, Robin Rombach, Björn Ommer:
Taming Transformers for High-Resolution Image Synthesis. CVPR 2021: 12873-12883 - [c5]Robin Rombach, Patrick Esser, Björn Ommer:
Geometry-Free View Synthesis: Transformers and no 3D Priors. ICCV 2021: 14336-14346 - [c4]Patrick Esser, Robin Rombach, Andreas Blattmann, Björn Ommer:
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis. NeurIPS 2021: 3518-3532 - [i10]Robin Rombach, Patrick Esser, Björn Ommer:
Geometry-Free View Synthesis: Transformers and no 3D Priors. CoRR abs/2104.07652 (2021) - [i9]Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Björn Ommer:
Stochastic Image-to-Video Synthesis using cINNs. CoRR abs/2105.04551 (2021) - [i8]Manuel Jahn, Robin Rombach, Björn Ommer:
High-Resolution Complex Scene Synthesis with Transformers. CoRR abs/2105.06458 (2021) - [i7]Patrick Esser, Robin Rombach, Andreas Blattmann, Björn Ommer:
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis. CoRR abs/2108.08827 (2021) - [i6]Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, Björn Ommer:
High-Resolution Image Synthesis with Latent Diffusion Models. CoRR abs/2112.10752 (2021) - 2020
- [c3]Patrick Esser, Robin Rombach, Björn Ommer:
A Disentangling Invertible Interpretation Network for Explaining Latent Representations. CVPR 2020: 9220-9229 - [c2]Robin Rombach, Patrick Esser, Björn Ommer:
Making Sense of CNNs: Interpreting Deep Representations and Their Invariances with INNs. ECCV (17) 2020: 647-664 - [c1]Robin Rombach, Patrick Esser, Björn Ommer:
Network-to-Network Translation with Conditional Invertible Neural Networks. NeurIPS 2020 - [i5]Patrick Esser, Robin Rombach, Björn Ommer:
A Disentangling Invertible Interpretation Network for Explaining Latent Representations. CoRR abs/2004.13166 (2020) - [i4]Robin Rombach, Patrick Esser, Björn Ommer:
Network Fusion for Content Creation with Conditional INNs. CoRR abs/2005.13580 (2020) - [i3]Robin Rombach, Patrick Esser, Björn Ommer:
Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with INNs. CoRR abs/2008.01777 (2020) - [i2]Patrick Esser, Robin Rombach, Björn Ommer:
A Note on Data Biases in Generative Models. CoRR abs/2012.02516 (2020) - [i1]Patrick Esser, Robin Rombach, Björn Ommer:
Taming Transformers for High-Resolution Image Synthesis. CoRR abs/2012.09841 (2020)
Coauthor Index
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