Karsten Kreis

According to our database¹, Karsten Kreis authored at least 36 papers between 2019 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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On csauthors.net:

Bibliography

2024

Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization.

[BibT_eX]

[DOI]

CoRR, 2024

L4GM: Large 4D Gaussian Reconstruction Model.

[BibT_eX]

[DOI]

CoRR, 2024

DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Align Your Steps: Optimizing Sampling Schedules in Diffusion Models.

[BibT_eX]

[DOI]

Amirmojtaba Sabour

Sanja Fidler

Karsten Kreis

Proceedings of the Forty-first International Conference on Machine Learning, 2024

WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Differentially Private Diffusion Models.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

A Unified Approach for Text- and Image-guided 4D Scene Generation.

[BibT_eX]

[DOI]

CoRR, 2023

Score-based Diffusion Models in Function Space.

[BibT_eX]

[DOI]

Kamyar Azizzadenesheli

CoRR, 2023

SIGGRAPH 2023 Course on Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGGRAPH 2023 Courses, 2023

DreamTeacher: Pretraining Image Backbones with Deep Generative Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Magic3D: High-Resolution Text-to-3D Content Creation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers.

[BibT_eX]

[DOI]

CoRR, 2022

Causal Scene BERT: Improving object detection by searching for challenging groups of data.

[BibT_eX]

[DOI]

CoRR, 2022

BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations.

[BibT_eX]

[DOI]

CoRR, 2022

LION: Latent Point Diffusion Models for 3D Shape Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

GENIE: Higher-Order Denoising Diffusion Solvers.

[BibT_eX]

[DOI]

Tim Dockhorn

Arash Vahdat

Karsten Kreis

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Tackling the Generative Learning Trilemma with Denoising Diffusion GANs.

[BibT_eX]

[DOI]

Zhisheng Xiao

Karsten Kreis

Arash Vahdat

Proceedings of the Tenth International Conference on Learning Representations, 2022

Score-Based Generative Modeling with Critically-Damped Langevin Diffusion.

[BibT_eX]

[DOI]

Tim Dockhorn

Arash Vahdat

Karsten Kreis

Proceedings of the Tenth International Conference on Learning Representations, 2022

BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Score-based Generative Modeling in Latent Space.

[BibT_eX]

[DOI]

Arash Vahdat

Karsten Kreis

Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

ATISS: Autoregressive Transformers for Indoor Scene Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

EditGAN: High-Precision Semantic Image Editing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Don't Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Causal BERT: Improving object detection by searching for challenging groups.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Neural Geometric Level of Detail: Real-Time Rendering With Implicit 3D Shapes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Variational Amodal Object Completion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

ESPResSo++ 2.0: Advanced methods for multiscale molecular simulation.

[BibT_eX]

[DOI]

Comput. Phys. Commun., 2019

Karsten Kreis

Timeline

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