Kreis, Karsten

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

Blattmann, A., Rombach, R., Ling, H., Dockhorn, T., Kim, S. W., Fidler, S., & Kreis, K. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 724

Score-based Generative Modeling in Latent Space

Vahdat, A., Kreis, K., & Kautz, J. (2021) · arXiv

Generative Adversarial Networks and Image SynthesisAdversarial Robustness in Machine Learning

Cited by 224

Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion

Rempe, D., Luo, Z., Peng, X. B., Yuan, Y., Kitani, K., Kreis, K., Fidler, S., & Litany, O. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Human Motion and AnimationEvacuation and Crowd Dynamics

Cited by 97

BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations

Li, D., Ling, H., Kim, S. W., Kreis, K., Fidler, S., & Torralba, A. (2022) · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 83

ATISS: Autoregressive Transformers for Indoor Scene Synthesis

Paschalidou, D., Kar, A., Shugrina, M., Kreis, K., Geiger, A., & Fidler, S. (2021) · arXiv

3D Shape Modeling and AnalysisGenerative Adversarial Networks and Image Synthesis

Cited by 62