Karsten Kreis - RankMe

88 papers A* 35Journal 51Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Demystifying Data-Driven Probabilistic Medium-Range Weather Forecasting. CoRR Jean Kossaifi, Nikola B. Kovachki, Morteza Mardani, Daniel V. Leibovici, Suman Ravuri, Ira Shokar, Edoardo Calvello, Mohammad Shoaib Abbas, Peter Harrington, Ashay Subramaniam, Noah D. Brenowitz, Boris Bonev, Wonmin Byeon, Karsten Kreis, Dale R. Durran, Arash Vahdat, Mike Pritchard, Jan Kautz
2026	J	`jnl`	Scaling Atomistic Protein Binder Design with Generative Pretraining and Test-Time Compute. CoRR Kieran Didi, Zuobai Zhang, Guoqing Zhou, Danny Reidenbach, Zhonglin Cao, Sooyoung Cha, Tomas Geffner, Christian Dallago, Jian Tang, Michael M. Bronstein, Martin Steinegger, Emine Küçükbenli, Arash Vahdat, Karsten Kreis
2025	J	`jnl`	Align Your Flow: Scaling Continuous-Time Flow Map Distillation. CoRR Amirmojtaba Sabour, Sanja Fidler, Karsten Kreis
2025	J	`jnl`	Directed Graph Generation with Heat Kernels. Trans. Mach. Learn. Res. Marc T. Law, Karsten Kreis, Haggai Maron
2025	A*	`conf`	Efficient Molecular Conformer Generation with SO(3)-Averaged Flow Matching and Reflow. ICML Zhonglin Cao, Mario Geiger, Allan dos Santos Costa, Danny Reidenbach, Karsten Kreis, Tomas Geffner, Franco Pellegrini, Guoqing Zhou, Emine Küçükbenli
2025	J	`jnl`	Efficient Molecular Conformer Generation with SO(3)-Averaged Flow Matching and Reflow. CoRR Zhonglin Cao, Mario Geiger, Allan dos Santos Costa, Danny Reidenbach, Karsten Kreis, Tomas Geffner, Franco Pellegrini, Guoqing Zhou, Emine Küçükbenli
2025	J	`jnl`	Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting. CoRR Salva Rühling Cachay, Miika Aittala, Karsten Kreis, Noah D. Brenowitz, Arash Vahdat, Morteza Mardani, Rose Yu
2025	A*	`conf`	Energy-Based Diffusion Language Models for Text Generation. ICLR Minkai Xu, Tomas Geffner, Karsten Kreis, Weili Nie, Yilun Xu, Jure Leskovec, Stefano Ermon, Arash Vahdat
2025	A*	`conf`	GenMol: A Drug Discovery Generalist with Discrete Diffusion. ICML Seul Lee, Karsten Kreis, Srimukh Prasad Veccham, Meng Liu, Danny Reidenbach, Yuxing Peng, Saee Gopal Paliwal, Weili Nie, Arash Vahdat
2025	J	`jnl`	GenMol: A Drug Discovery Generalist with Discrete Diffusion. CoRR Seul Lee, Karsten Kreis, Srimukh Prasad Veccham, Meng Liu, Danny Reidenbach, Yuxing Peng, Saee Paliwal, Weili Nie, Arash Vahdat
2025	J	`jnl`	La-Proteina: Atomistic Protein Generation via Partially Latent Flow Matching. CoRR Tomas Geffner, Kieran Didi, Zhonglin Cao, Danny Reidenbach, Zuobai Zhang, Christian Dallago, Emine Küçükbenli, Karsten Kreis, Arash Vahdat
2025	A*	`conf`	ProtComposer: Compositional Protein Structure Generation with 3D Ellipsoids. ICLR Hannes Stärk, Bowen Jing, Tomas Geffner, Jason Yim, Tommi S. Jaakkola, Arash Vahdat, Karsten Kreis
2025	A*	`conf`	Proteina: Scaling Flow-based Protein Structure Generative Models. ICLR Tomas Geffner, Kieran Didi, Zuobai Zhang, Danny Reidenbach, Zhonglin Cao, Jason Yim, Mario Geiger, Christian Dallago, Emine Küçükbenli, Arash Vahdat, Karsten Kreis
2025	J	`jnl`	Proteina: Scaling Flow-based Protein Structure Generative Models. CoRR Tomas Geffner, Kieran Didi, Zuobai Zhang, Danny Reidenbach, Zhonglin Cao, Jason Yim, Mario Geiger, Christian Dallago, Emine Küçükbenli, Arash Vahdat, Karsten Kreis
2025	J	`jnl`	Rethinking Molecule Synthesizability with Chain-of-Reaction. CoRR Seul Lee, Karsten Kreis, Srimukh Prasad Veccham, Meng Liu, Danny Reidenbach, Saee Paliwal, Weili Nie, Arash Vahdat
2025	J	`jnl`	Score-Based Diffusion Models in Function Space. J. Mach. Learn. Res. 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
2025	J	`jnl`	Test-time scaling of diffusions with flow maps. CoRR Amirmojtaba Sabour, Michael S. Albergo, Carles Domingo-Enrich, Nicholas M. Boffi, Sanja Fidler, Karsten Kreis, Eric Vanden-Eijnden
2025	A*	`conf`	Truncated Consistency Models. ICLR Sangyun Lee, Yilun Xu, Tomas Geffner, Giulia Fanti, Karsten Kreis, Arash Vahdat, Weili Nie
2024	A*	`conf`	Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models. CVPR Huan Ling, Seung Wook Kim, Antonio Torralba, Sanja Fidler, Karsten Kreis
2024	A*	`conf`	Align Your Steps: Optimizing Sampling Schedules in Diffusion Models. ICML Amirmojtaba Sabour, Sanja Fidler, Karsten Kreis
2024	J	`jnl`	Align Your Steps: Optimizing Sampling Schedules in Diffusion Models. CoRR Amirmojtaba Sabour, Sanja Fidler, Karsten Kreis
2024	A*	`conf`	Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization. NeurIPS Siyi Gu, Minkai Xu, Alexander S. Powers, Weili Nie, Tomas Geffner, Karsten Kreis, Jure Leskovec, Arash Vahdat, Stefano Ermon
2024	J	`jnl`	Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization. CoRR Siyi Gu, Minkai Xu, Alexander S. Powers, Weili Nie, Tomas Geffner, Karsten Kreis, Jure Leskovec, Arash Vahdat, Stefano Ermon
2024	A*	`conf`	DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents. ICML Yilun Xu, Gabriele Corso, Tommi S. Jaakkola, Arash Vahdat, Karsten Kreis
2024	J	`jnl`	DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents. CoRR Yilun Xu, Gabriele Corso, Tommi S. Jaakkola, Arash Vahdat, Karsten Kreis
2024	J	`jnl`	Energy-Based Diffusion Language Models for Text Generation. CoRR Minkai Xu, Tomas Geffner, Karsten Kreis, Weili Nie, Yilun Xu, Jure Leskovec, Stefano Ermon, Arash Vahdat
2024	J	`jnl`	EquiJump: Protein Dynamics Simulation via SO(3)-Equivariant Stochastic Interpolants. CoRR Allan dos Santos Costa, Ilan Mitnikov, Franco Pellegrini, Ameya Daigavane, Mario Geiger, Zhonglin Cao, Karsten Kreis, Tess E. Smidt, Emine Küçükbenli, Joseph Jacobson
2024	A*	`conf`	L4GM: Large 4D Gaussian Reconstruction Model. NeurIPS Jiawei Ren, Cheng Xie, Ashkan Mirzaei, Hanxue Liang, Xiaohui Zeng, Karsten Kreis, Ziwei Liu, Antonio Torralba, Sanja Fidler, Seung Wook Kim, Huan Ling
2024	J	`jnl`	L4GM: Large 4D Gaussian Reconstruction Model. CoRR Jiawei Ren, Kevin Xie, Ashkan Mirzaei, Hanxue Liang, Xiaohui Zeng, Karsten Kreis, Ziwei Liu, Antonio Torralba, Sanja Fidler, Seung Wook Kim, Huan Ling
2024	A*	`conf`	Molecule Generation with Fragment Retrieval Augmentation. NeurIPS Seul Lee, Karsten Kreis, Srimukh Prasad Veccham, Meng Liu, Danny Reidenbach, Saee Paliwal, Arash Vahdat, Weili Nie
2024	J	`jnl`	Molecule Generation with Fragment Retrieval Augmentation. CoRR Seul Lee, Karsten Kreis, Srimukh Prasad Veccham, Meng Liu, Danny Reidenbach, Saee Paliwal, Arash Vahdat, Weili Nie
2024	J	`jnl`	Multi-student Diffusion Distillation for Better One-step Generators. CoRR Yanke Song, Jonathan Lorraine, Weili Nie, Karsten Kreis, James Lucas
2024	A*	`conf`	Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata. CVPR Dongsu Zhang, Francis Williams, Zan Gojcic, Karsten Kreis, Sanja Fidler, Young Min Kim, Amlan Kar
2024	J	`jnl`	Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata. CoRR Dongsu Zhang, Francis Williams, Zan Gojcic, Karsten Kreis, Sanja Fidler, Young Min Kim, Amlan Kar
2024	J	`jnl`	Truncated Consistency Models. CoRR Sangyun Lee, Yilun Xu, Tomas Geffner, Giulia Fanti, Karsten Kreis, Arash Vahdat, Weili Nie
2024	A*	`conf`	Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models. NeurIPS Giannis Daras, Weili Nie, Karsten Kreis, Alex Dimakis, Morteza Mardani, Nikola B. Kovachki, Arash Vahdat
2024	J	`jnl`	Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models. CoRR Giannis Daras, Weili Nie, Karsten Kreis, Alex Dimakis, Morteza Mardani, Nikola Borislavov Kovachki, Arash Vahdat
2024	A*	`conf`	WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space. ICLR Katja Schwarz, Seung Wook Kim, Jun Gao, Sanja Fidler, Andreas Geiger, Karsten Kreis
2023	J	`jnl`	A Unified Approach for Text- and Image-guided 4D Scene Generation. CoRR Yufeng Zheng, Xueting Li, Koki Nagano, Sifei Liu, Karsten Kreis, Otmar Hilliges, Shalini De Mello
2023	J	`jnl`	Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models. CoRR Huan Ling, Seung Wook Kim, Antonio Torralba, Sanja Fidler, Karsten Kreis
2023	A*	`conf`	Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models. CVPR Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis
2023	J	`jnl`	Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models. CoRR Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis
2023	J	`jnl`	Differentially Private Diffusion Models. Trans. Mach. Learn. Res. Tim Dockhorn, Tianshi Cao, Arash Vahdat, Karsten Kreis
2023	A*	`conf`	DreamTeacher: Pretraining Image Backbones with Deep Generative Models. ICCV Daiqing Li, Huan Ling, Amlan Kar, David Acuna, Seung Wook Kim, Karsten Kreis, Antonio Torralba, Sanja Fidler
2023	J	`jnl`	DreamTeacher: Pretraining Image Backbones with Deep Generative Models. CoRR Daiqing Li, Huan Ling, Amlan Kar, David Acuna, Seung Wook Kim, Karsten Kreis, Antonio Torralba, Sanja Fidler
2023	A*	`conf`	Magic3D: High-Resolution Text-to-3D Content Creation. CVPR Chen-Hsuan Lin, Jun Gao, Luming Tang, Towaki Takikawa, Xiaohui Zeng, Xun Huang, Karsten Kreis, Sanja Fidler, Ming-Yu Liu, Tsung-Yi Lin
2023	A*	`conf`	NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models. CVPR Seung Wook Kim, Bradley Brown, Kangxue Yin, Karsten Kreis, Katja Schwarz, Daiqing Li, Robin Rombach, Antonio Torralba, Sanja Fidler
2023	J	`jnl`	NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models. CoRR Seung Wook Kim, Bradley Brown, Kangxue Yin, Karsten Kreis, Katja Schwarz, Daiqing Li, Robin Rombach, Antonio Torralba, Sanja Fidler
2023	—	`conf`	SIGGRAPH 2023 Course on Diffusion Models. SIGGRAPH Courses Chenlin Meng, Jiaming Song, Shuang Li, Jun-Yan Zhu, Stefano Ermon, Tsung-Yi Lin, Chen-Hsuan Lin, Karsten Kreis
2023	J	`jnl`	Score-based Diffusion Models in Function Space. CoRR 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
2023	A*	`conf`	TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models. ICCV Tianshi Cao, Karsten Kreis, Sanja Fidler, Nicholas Sharp, Kangxue Yin
2023	J	`jnl`	TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models. CoRR Tianshi Cao, Karsten Kreis, Sanja Fidler, Nicholas Sharp, Kangxue Yin
2023	A*	`conf`	Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion. CVPR Davis Rempe, Zhengyi Luo, Xue Bin Peng, Ye Yuan, Kris Kitani, Karsten Kreis, Sanja Fidler, Or Litany
2023	J	`jnl`	Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion. CoRR Davis Rempe, Zhengyi Luo, Xue Bin Peng, Ye Yuan, Kris Kitani, Karsten Kreis, Sanja Fidler, Or Litany
2023	J	`jnl`	WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space. CoRR Katja Schwarz, Seung Wook Kim, Jun Gao, Sanja Fidler, Andreas Geiger, Karsten Kreis
2022	A*	`conf`	BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations. CVPR Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Sanja Fidler, Antonio Torralba
2022	J	`jnl`	BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations. CoRR Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Adela Barriuso, Sanja Fidler, Antonio Torralba
2022	J	`jnl`	Causal Scene BERT: Improving object detection by searching for challenging groups of data. CoRR Cinjon Resnick, Or Litany, Amlan Kar, Karsten Kreis, James Lucas, Kyunghyun Cho, Sanja Fidler
2022	J	`jnl`	Differentially Private Diffusion Models. CoRR Tim Dockhorn, Tianshi Cao, Arash Vahdat, Karsten Kreis
2022	A*	`conf`	GENIE: Higher-Order Denoising Diffusion Solvers. NeurIPS Tim Dockhorn, Arash Vahdat, Karsten Kreis
2022	J	`jnl`	GENIE: Higher-Order Denoising Diffusion Solvers. CoRR Tim Dockhorn, Arash Vahdat, Karsten Kreis
2022	A*	`conf`	LION: Latent Point Diffusion Models for 3D Shape Generation. NeurIPS Xiaohui Zeng, Arash Vahdat, Francis Williams, Zan Gojcic, Or Litany, Sanja Fidler, Karsten Kreis
2022	J	`jnl`	LION: Latent Point Diffusion Models for 3D Shape Generation. CoRR Xiaohui Zeng, Arash Vahdat, Francis Williams, Zan Gojcic, Or Litany, Sanja Fidler, Karsten Kreis
2022	J	`jnl`	Magic3D: High-Resolution Text-to-3D Content Creation. CoRR Chen-Hsuan Lin, Jun Gao, Luming Tang, Towaki Takikawa, Xiaohui Zeng, Xun Huang, Karsten Kreis, Sanja Fidler, Ming-Yu Liu, Tsung-Yi Lin
2022	A*	`conf`	Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps. CVPR Seung Wook Kim, Karsten Kreis, Daiqing Li, Antonio Torralba, Sanja Fidler
2022	J	`jnl`	Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps. CoRR Seung Wook Kim, Karsten Kreis, Daiqing Li, Antonio Torralba, Sanja Fidler
2022	A*	`conf`	Score-Based Generative Modeling with Critically-Damped Langevin Diffusion. ICLR Tim Dockhorn, Arash Vahdat, Karsten Kreis
2022	A*	`conf`	Tackling the Generative Learning Trilemma with Denoising Diffusion GANs. ICLR Zhisheng Xiao, Karsten Kreis, Arash Vahdat
2022	J	`jnl`	eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers. CoRR 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
2021	A*	`conf`	ATISS: Autoregressive Transformers for Indoor Scene Synthesis. NeurIPS Despoina Paschalidou, Amlan Kar, Maria Shugrina, Karsten Kreis, Andreas Geiger, Sanja Fidler
2021	J	`jnl`	ATISS: Autoregressive Transformers for Indoor Scene Synthesis. CoRR Despoina Paschalidou, Amlan Kar, Maria Shugrina, Karsten Kreis, Andreas Geiger, Sanja Fidler
2021	—	`conf`	Causal BERT: Improving object detection by searching for challenging groups. ICCVW Cinjon Resnick, Or Litany, Amlan Kar, Karsten Kreis, James Lucas, Kyunghyun Cho, Sanja Fidler
2021	A*	`conf`	Don't Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence. NeurIPS Tianshi Cao, Alex Bie, Arash Vahdat, Sanja Fidler, Karsten Kreis
2021	J	`jnl`	Don't Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence. CoRR Tianshi Cao, Alex Bie, Arash Vahdat, Sanja Fidler, Karsten Kreis
2021	A*	`conf`	EditGAN: High-Precision Semantic Image Editing. NeurIPS Huan Ling, Karsten Kreis, Daiqing Li, Seung Wook Kim, Antonio Torralba, Sanja Fidler
2021	J	`jnl`	EditGAN: High-Precision Semantic Image Editing. CoRR Huan Ling, Karsten Kreis, Daiqing Li, Seung Wook Kim, Antonio Torralba, Sanja Fidler
2021	A*	`conf`	Neural Geometric Level of Detail: Real-Time Rendering With Implicit 3D Shapes. CVPR Towaki Takikawa, Joey Litalien, Kangxue Yin, Karsten Kreis, Charles T. Loop, Derek Nowrouzezahrai, Alec Jacobson, Morgan McGuire, Sanja Fidler
2021	J	`jnl`	Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes. CoRR Towaki Takikawa, Joey Litalien, Kangxue Yin, Karsten Kreis, Charles T. Loop, Derek Nowrouzezahrai, Alec Jacobson, Morgan McGuire, Sanja Fidler
2021	J	`jnl`	Score-Based Generative Modeling with Critically-Damped Langevin Diffusion. CoRR Tim Dockhorn, Arash Vahdat, Karsten Kreis
2021	A*	`conf`	Score-based Generative Modeling in Latent Space. NeurIPS Arash Vahdat, Karsten Kreis, Jan Kautz
2021	J	`jnl`	Score-based Generative Modeling in Latent Space. CoRR Arash Vahdat, Karsten Kreis, Jan Kautz
2021	A*	`conf`	Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization. CVPR Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler
2021	J	`jnl`	Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization. CoRR Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler
2021	J	`jnl`	Tackling the Generative Learning Trilemma with Denoising Diffusion GANs. CoRR Zhisheng Xiao, Karsten Kreis, Arash Vahdat
2021	A*	`conf`	VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models. ICLR Zhisheng Xiao, Karsten Kreis, Jan Kautz, Arash Vahdat
2020	J	`jnl`	VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models. CoRR Zhisheng Xiao, Karsten Kreis, Jan Kautz, Arash Vahdat
2020	A*	`conf`	Variational Amodal Object Completion. NeurIPS Huan Ling, David Acuna, Karsten Kreis, Seung Wook Kim, Sanja Fidler
2019	J	`jnl`	ESPResSo++ 2.0: Advanced methods for multiscale molecular simulation. Comput. Phys. Commun. Horacio V. Guzman, Nikita Tretyakov, Hideki Kobayashi, Aoife C. Fogarty, Karsten Kreis, Jakub Krajniak, Christoph Junghans, Kurt Kremer, Torsten Stuehn