Karsten Kreis

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 56

Top Topics

Differentially Private

Diffusion Models

Content Creation

Top Venues

Publications

Jiawei Ren, Kevin Xie, Ashkan Mirzaei, Hanxue Liang, Xiaohui Zeng, Karsten Kreis, Ziwei Liu, Antonio Torralba, Sanja Fidler, Seung Wook Kim, Huan Ling
L4GM: Large 4D Gaussian Reconstruction Model. CoRR (2024)
Dongsu Zhang, Francis Williams, Zan Gojcic, Karsten Kreis, Sanja Fidler, Young Min Kim, Amlan Kar
Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata. CoRR (2024)
Amirmojtaba Sabour, Sanja Fidler, Karsten Kreis
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models. CoRR (2024)
Yilun Xu, Gabriele Corso, Tommi S. Jaakkola, Arash Vahdat, Karsten Kreis
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents. CoRR (2024)
Siyi Gu, Minkai Xu, Alexander S. Powers, Weili Nie, Tomas Geffner, Karsten Kreis, Jure Leskovec, Arash Vahdat, Stefano Ermon
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization. CoRR (2024)
Katja Schwarz, Seung Wook Kim, Jun Gao, Sanja Fidler, Andreas Geiger, Karsten Kreis
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space. ICLR (2024)
Katja Schwarz, Seung Wook Kim, Jun Gao, Sanja Fidler, Andreas Geiger, Karsten Kreis
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space. CoRR (2023)
Daiqing Li, Huan Ling, Amlan Kar, David Acuna, Seung Wook Kim, Karsten Kreis, Antonio Torralba, Sanja Fidler
DreamTeacher: Pretraining Image Backbones with Deep Generative Models. CoRR (2023)
Chenlin Meng, Jiaming Song, Shuang Li, Jun-Yan Zhu, Stefano Ermon, Tsung-Yi Lin, Chen-Hsuan Lin, Karsten Kreis
SIGGRAPH 2023 Course on Diffusion Models. SIGGRAPH Courses (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)
Tianshi Cao, Karsten Kreis, Sanja Fidler, Nicholas Sharp, Kangxue Yin
TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models. ICCV (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)
Davis Rempe, Zhengyi Luo, Xue Bin Peng, Ye Yuan, Kris Kitani, Karsten Kreis, Sanja Fidler, Or Litany
Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion. CVPR (2023)
Jae Hyun Lim, Nikola B. Kovachki, Ricardo Baptista, Christopher Beckham, Kamyar Azizzadenesheli, Jean Kossaifi, Vikram Voleti, Jiaming Song, Karsten Kreis, Jan Kautz, Christopher Pal, Arash Vahdat, Anima Anandkumar
Score-based Diffusion Models in Function Space. CoRR (2023)
Daiqing Li, Huan Ling, Amlan Kar, David Acuna, Seung Wook Kim, Karsten Kreis, Antonio Torralba, Sanja Fidler
DreamTeacher: Pretraining Image Backbones with Deep Generative Models. ICCV (2023)
Yufeng Zheng, Xueting Li, Koki Nagano, Sifei Liu, Karsten Kreis, Otmar Hilliges, Shalini De Mello
A Unified Approach for Text- and Image-guided 4D Scene Generation. 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. CVPR (2023)
Huan Ling, Seung Wook Kim, Antonio Torralba, Sanja Fidler, Karsten Kreis
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models. CoRR (2023)
Tianshi Cao, Karsten Kreis, Sanja Fidler, Nicholas Sharp, Kangxue Yin
TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models. CoRR (2023)
Davis Rempe, Zhengyi Luo, Xue Bin Peng, Ye Yuan, Kris Kitani, Karsten Kreis, Sanja Fidler, Or Litany
Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion. CoRR (2023)
Tim Dockhorn, Tianshi Cao, Arash Vahdat, Karsten Kreis
Differentially Private Diffusion Models. Trans. Mach. Learn. Res. 2023 (2023)
Chen-Hsuan Lin, Jun Gao, Luming Tang, Towaki Takikawa, Xiaohui Zeng, Xun Huang, Karsten Kreis, Sanja Fidler, Ming-Yu Liu, Tsung-Yi Lin
Magic3D: High-Resolution Text-to-3D Content Creation. CVPR (2023)
Seung Wook Kim, Karsten Kreis, Daiqing Li, Antonio Torralba, Sanja Fidler
Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps. CVPR (2022)
Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Adela Barriuso, Sanja Fidler, Antonio Torralba
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations. CoRR (2022)
Tim Dockhorn, Tianshi Cao, Arash Vahdat, Karsten Kreis
Differentially Private Diffusion Models. CoRR (2022)
Xiaohui Zeng, Arash Vahdat, Francis Williams, Zan Gojcic, Or Litany, Sanja Fidler, Karsten Kreis
LION: Latent Point Diffusion Models for 3D Shape Generation. NeurIPS (2022)
Tim Dockhorn, Arash Vahdat, Karsten Kreis
GENIE: Higher-Order Denoising Diffusion Solvers. CoRR (2022)
Xiaohui Zeng, Arash Vahdat, Francis Williams, Zan Gojcic, Or Litany, Sanja Fidler, Karsten Kreis
LION: Latent Point Diffusion Models for 3D Shape Generation. CoRR (2022)
Chen-Hsuan Lin, Jun Gao, Luming Tang, Towaki Takikawa, Xiaohui Zeng, Xun Huang, Karsten Kreis, Sanja Fidler, Ming-Yu Liu, Tsung-Yi Lin
Magic3D: High-Resolution Text-to-3D Content Creation. CoRR (2022)
Cinjon Resnick, Or Litany, Amlan Kar, Karsten Kreis, James Lucas, Kyunghyun Cho, Sanja Fidler
Causal Scene BERT: Improving object detection by searching for challenging groups of data. CoRR (2022)
Yogesh Balaji, Seungjun Nah, Xun Huang, Arash Vahdat, Jiaming Song, Karsten Kreis, Miika Aittala, Timo Aila, Samuli Laine, Bryan Catanzaro, Tero Karras, Ming-Yu Liu
eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers. CoRR (2022)
Seung Wook Kim, Karsten Kreis, Daiqing Li, Antonio Torralba, Sanja Fidler
Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps. CoRR (2022)
Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Sanja Fidler, Antonio Torralba
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations. CVPR (2022)
Tim Dockhorn, Arash Vahdat, Karsten Kreis
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion. ICLR (2022)
Tim Dockhorn, Arash Vahdat, Karsten Kreis
GENIE: Higher-Order Denoising Diffusion Solvers. NeurIPS (2022)
Zhisheng Xiao, Karsten Kreis, Arash Vahdat
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs. ICLR (2022)
Despoina Paschalidou, Amlan Kar, Maria Shugrina, Karsten Kreis, Andreas Geiger, Sanja Fidler
ATISS: Autoregressive Transformers for Indoor Scene Synthesis. NeurIPS (2021)
Huan Ling, Karsten Kreis, Daiqing Li, Seung Wook Kim, Antonio Torralba, Sanja Fidler
EditGAN: High-Precision Semantic Image Editing. CoRR (2021)
Arash Vahdat, Karsten Kreis, Jan Kautz
Score-based Generative Modeling in Latent Space. CoRR (2021)
Towaki Takikawa, Joey Litalien, Kangxue Yin, Karsten Kreis, Charles Loop, Derek Nowrouzezahrai, Alec Jacobson, Morgan McGuire, Sanja Fidler
Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes. CoRR (2021)
Cinjon Resnick, Or Litany, Amlan Kar, Karsten Kreis, James Lucas, Kyunghyun Cho, Sanja Fidler
Causal BERT: Improving object detection by searching for challenging groups. ICCVW (2021)
Despoina Paschalidou, Amlan Kar, Maria Shugrina, Karsten Kreis, Andreas Geiger, Sanja Fidler
ATISS: Autoregressive Transformers for Indoor Scene Synthesis. CoRR (2021)
Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler
Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization. CVPR (2021)
Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler
Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization. CoRR (2021)
Tim Dockhorn, Arash Vahdat, Karsten Kreis
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion. CoRR (2021)
Towaki Takikawa, Joey Litalien, Kangxue Yin, Karsten Kreis, Charles Loop, Derek Nowrouzezahrai, Alec Jacobson, Morgan McGuire, Sanja Fidler
Neural Geometric Level of Detail: Real-Time Rendering With Implicit 3D Shapes. CVPR (2021)
Arash Vahdat, Karsten Kreis, Jan Kautz
Score-based Generative Modeling in Latent Space. NeurIPS (2021)
Zhisheng Xiao, Karsten Kreis, Arash Vahdat
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs. CoRR (2021)
Huan Ling, Karsten Kreis, Daiqing Li, Seung Wook Kim, Antonio Torralba, Sanja Fidler
EditGAN: High-Precision Semantic Image Editing. NeurIPS (2021)
Zhisheng Xiao, Karsten Kreis, Jan Kautz, Arash Vahdat
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models. ICLR (2021)
Tianshi Cao, Alex Bie, Arash Vahdat, Sanja Fidler, Karsten Kreis
Don't Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence. CoRR (2021)
Tianshi Cao, Alex Bie, Arash Vahdat, Sanja Fidler, Karsten Kreis
Don't Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence. NeurIPS (2021)
Huan Ling, David Acuna, Karsten Kreis, Seung Wook Kim, Sanja Fidler
Variational Amodal Object Completion. NeurIPS (2020)
Zhisheng Xiao, Karsten Kreis, Jan Kautz, Arash Vahdat
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models. CoRR (2020)
Horacio V. Guzman, Nikita Tretyakov, Hideki Kobayashi, Aoife C. Fogarty, Karsten Kreis, Jakub Krajniak, Christoph Junghans, Kurt Kremer, Torsten Stuehn
ESPResSo++ 2.0: Advanced methods for multiscale molecular simulation. Comput. Phys. Commun. 238 (2019)