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Robin Rombach
Robin Rombach
Verified email at lrz.uni-muenchen.de
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High-resolution image synthesis with latent diffusion models
R Rombach, A Blattmann, D Lorenz, P Esser, B Ommer
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
68912022
Taming transformers for high-resolution image synthesis
P Esser, R Rombach, B Ommer
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
17402021
Sdxl: Improving latent diffusion models for high-resolution image synthesis
D Podell, Z English, K Lacey, A Blattmann, T Dockhorn, J Müller, J Penna, ...
arXiv preprint arXiv:2307.01952, 2023
3312023
Align your latents: High-resolution video synthesis with latent diffusion models
A Blattmann, R Rombach, H Ling, T Dockhorn, SW Kim, S Fidler, K Kreis
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
3292023
On distillation of guided diffusion models
C Meng, R Rombach, R Gao, D Kingma, S Ermon, J Ho, T Salimans
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
2042023
Imagebart: Bidirectional context with multinomial diffusion for autoregressive image synthesis
P Esser, R Rombach, A Blattmann, B Ommer
Advances in neural information processing systems 34, 3518-3532, 2021
1252021
High-resolution image synthesis with latent diffusion models. 2022 IEEE
R Rombach, A Blattmann, D Lorenz, P Esser, B Ommer
CVF Conference on Computer Vision and Pattern Recognition (CVPR), 10674-10685, 2021
1212021
Retrieval-augmented diffusion models
A Blattmann, R Rombach, K Oktay, J Müller, B Ommer
Advances in Neural Information Processing Systems 35, 15309-15324, 2022
872022
Geometry-free view synthesis: Transformers and no 3d priors
R Rombach, P Esser, B Ommer
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
772021
A disentangling invertible interpretation network for explaining latent representations
P Esser, R Rombach, B Ommer
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
712020
Stable video diffusion: Scaling latent video diffusion models to large datasets
A Blattmann, T Dockhorn, S Kulal, D Mendelevitch, M Kilian, D Lorenz, ...
arXiv preprint arXiv:2311.15127, 2023
702023
Network-to-network translation with conditional invertible neural networks
R Rombach, P Esser, B Ommer
Advances in Neural Information Processing Systems 33, 2784-2797, 2020
452020
Text-guided synthesis of artistic images with retrieval-augmented diffusion models
R Rombach, A Blattmann, B Ommer
arXiv preprint arXiv:2207.13038, 2022
442022
Stochastic image-to-video synthesis using cinns
M Dorkenwald, T Milbich, A Blattmann, R Rombach, KG Derpanis, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
442021
Neuralfield-ldm: Scene generation with hierarchical latent diffusion models
SW Kim, B Brown, K Yin, K Kreis, K Schwarz, D Li, R Rombach, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
292023
Adversarial diffusion distillation
A Sauer, D Lorenz, A Blattmann, R Rombach
arXiv preprint arXiv:2311.17042, 2023
272023
High-resolution complex scene synthesis with transformers
M Jahn, R Rombach, B Ommer
arXiv preprint arXiv:2105.06458, 2021
262021
Semi-parametric neural image synthesis
A Blattmann, R Rombach, K Oktay, J Müller, B Ommer
arXiv preprint arXiv:2204.11824, 2022
232022
A note on data biases in generative models
P Esser, R Rombach, B Ommer
arXiv preprint arXiv:2012.02516, 2020
212020
Making sense of cnns: Interpreting deep representations and their invariances with inns
R Rombach, P Esser, B Ommer
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
182020
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