KK
Karsten Kreis
cs.LGcs.CVcs.AIstat.MLq-bio.BMq-bio.QMcs.CLcs.GRbioengineeringcs.CR
On Valency
published · living versionsW_242rf5hc·v1 · currentpublished
Multi-property Feynman-Kac Steering of Crystal Diffusion Models
with Oded Mousai, Sapir Esther Yiflach, Barak Itzchak Davidovitch, Yuval Mualem +3
1 version
Preprints & journals
61 papers in the corpus · 2011–2026Multi-property Feynman-Kac Steering of Crystal Diffusion Models2610.24828v1 · Oded Mousai, Sapir Esther Yiflach, Barak Itzchak Davidovitch et al.2026 · 0 citationsarXivon Valency
Large Language Continuous Diffusion Models2610.02665v1 · Zhihan Yang, Wei Guo, Jean-Marie Lemercier et al.2026 · 0 citationsarXiv
Latent generative search unlocks de novo design of untapped biomolecular interactions at scale.42779796 · Didi, Kieran, Reidenbach, Danny, Penner, Matthew et al.2026 · 4 citationsbioRxiv : the preprint server for biology. 2026
DiLaDiff: Distilled Latent-Augmented Diffusion for Language Modeling2605.23605v1 · Jean-Marie Lemercier, Tomas Geffner, Karsten Kreis et al.2026 · 0 citationsarXiv
Scaling Atomistic Protein Binder Design with Generative Pretraining and Test-Time Compute2603.27950v1 · Kieran Didi, Zuobai Zhang, Guoqing Zhou et al.2026 · 1 citationarXiv
Demystifying Data-Driven Probabilistic Medium-Range Weather Forecasting2601.18111v1 · Jean Kossaifi, Nikola Kovachki, Morteza Mardani et al.2026 · 0 citationsarXiv
Consistent Synthetic Sequences Unlock Structural Diversity in Fully Atomistic De Novo Protein Design2512.01976v3 · Danny Reidenbach, Zhonglin Cao, Zuobai Zhang et al.2025 · 0 citationsarXiv
BoltzGen: Toward Universal Binder Design.41394589 · Stark, Hannes, Faltings, Felix, Choi, MinGyu et al.2025 · 87 citationsbioRxiv : the preprint server for biology. 2025
Exploring Synthesizable Chemical Space with Iterative Pathway Refinements2509.16084v2 · Seul Lee, Karsten Kreis, Srimukh Prasad Veccham et al.2025 · 1 citationarXiv
La-Proteina: Atomistic Protein Generation via Partially Latent Flow Matching2507.09466v2 · Tomas Geffner, Kieran Didi, Zhonglin Cao et al.2025 · 4 citationsarXiv
Efficient Molecular Conformer Generation with SO(3)-Averaged Flow Matching and Reflow2507.09785v1 · Zhonglin Cao, Mario Geiger, Allan dos Santos Costa et al.2025 · 0 citationsarXiv
Elucidated Rolling Diffusion Models for Probabilistic Forecasting of Complex Dynamics2506.20024v3 · Salva Ruhling Cachay, Miika Aittala, Karsten Kreis et al.2025 · 0 citationsAdvances in Neural Information Processing Systems (NeurIPS), 2025
Align Your Flow: Scaling Continuous-Time Flow Map Distillation2506.14603v1 · Amirmojtaba Sabour, Sanja Fidler, Karsten Kreis2025 · 2 citationsarXiv
Hierarchical protein backbone generation with latent and structure diffusion2504.09374v1 · Jason Yim, Marouane Jaakik, Ge Liu et al.2025 · 1 citationarXiv
ProtComposer: Compositional Protein Structure Generation with 3D Ellipsoids2503.05025v1 · Hannes Stark, Bowen Jing, Tomas Geffner et al.2025 · 0 citationsarXiv
Proteina: Scaling Flow-based Protein Structure Generative Models2503.00710v1 · Tomas Geffner, Kieran Didi, Zuobai Zhang et al.2025 · 5 citationsarXiv
GenMol: A Drug Discovery Generalist with Discrete Diffusion2501.06158v3 · Seul Lee, Karsten Kreis, Srimukh Prasad Veccham et al.2025 · 4 citationsarXiv
Molecule Generation with Fragment Retrieval Augmentation2411.12078v1 · Seul Lee, Karsten Kreis, Srimukh Prasad Veccham et al.2024 · 4 citationsarXiv
Multi-student Diffusion Distillation for Better One-step Generators2410.23274v2 · Yanke Song, Jonathan Lorraine, Weili Nie et al.2024 · 0 citationsarXiv
Energy-Based Diffusion Language Models for Text Generation2410.21357v4 · Minkai Xu, Tomas Geffner, Karsten Kreis et al.2024 · 1 citationICLR 2025
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models2410.16152v2 · Giannis Daras, Weili Nie, Karsten Kreis et al.2024 · 4 citationsarXiv
Truncated Consistency Models2410.14895v2 · Sangyun Lee, Yilun Xu, Tomas Geffner et al.2024 · 0 citationsarXiv
EquiJump: Protein Dynamics Simulation via SO(3)-Equivariant Stochastic Interpolants2410.09667v2 · Allan dos Santos Costa, Ilan Mitnikov, Franco Pellegrini et al.2024 · 2 citationsarXiv
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents2407.03300v1 · Yilun Xu, Gabriele Corso, Tommi Jaakkola et al.2024 · 0 citationsarXiv
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization2407.01648v2 · Siyi Gu, Minkai Xu, Alexander Powers et al.2024 · 7 citationsarXiv
L4GM: Large 4D Gaussian Reconstruction Model2406.10324v1 · Jiawei Ren, Kevin Xie, Ashkan Mirzaei et al.2024 · 30 citationsarXiv
Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata2406.08292v1 · Dongsu Zhang, Francis Williams, Zan Gojcic et al.2024 · 2 citationsarXiv
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models2404.14507v1 · Amirmojtaba Sabour, Sanja Fidler, Karsten Kreis2024 · 2 citationsarXiv
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models2312.13763v2 · Huan Ling, Seung Wook Kim, Antonio Torralba et al.2023 · 67 citationsarXiv
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space2311.13570v2 · Katja Schwarz, Seung Wook Kim, Jun Gao et al.2023 · 1 citationarXiv
TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models2310.13772v1 · Tianshi Cao, Karsten Kreis, Sanja Fidler et al.2023 · 92 citationsProceedings of the IEEE/CVF International Conference on Computer Vision (2023) 4169-4181
DreamTeacher: Pretraining Image Backbones with Deep Generative Models2307.07487v1 · Daiqing Li, Huan Ling, Amlan Kar et al.2023 · 14 citationsarXiv
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models2304.09787v1 · Seung Wook Kim, Bradley Brown, Kangxue Yin et al.2023 · 54 citationsarXiv
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models2304.08818v2 · Andreas Blattmann, Robin Rombach, Huan Ling et al.2023 · 721 citationsarXiv
Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion2304.01893v1 · Davis Rempe, Zhengyi Luo, Xue Bin Peng et al.2023 · 97 citationsarXiv
Score-based Diffusion Models in Function Space2302.07400v3 · Jae Hyun Lim, Nikola B. Kovachki, Ricardo Baptista et al.2023 · 7 citationsarXiv
Latent Space Diffusion Models of Cryo-EM Structures2211.14169v1 · Karsten Kreis, Tim Dockhorn, Zihao Li et al.2022 · 13 citationsarXiv
Magic3D: High-Resolution Text-to-3D Content Creation2211.10440v2 · Chen-Hsuan Lin, Jun Gao, Luming Tang et al.2022 · 877 citationsarXiv
eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers2211.01324v5 · Yogesh Balaji, Seungjun Nah, Xun Huang et al.2022 · 253 citationsarXiv
Differentially Private Diffusion Models2210.09929v3 · Tim Dockhorn, Tianshi Cao, Arash Vahdat et al.2022 · 29 citationsarXiv
LION: Latent Point Diffusion Models for 3D Shape Generation2210.06978v1 · Xiaohui Zeng, Arash Vahdat, Francis Williams et al.2022 · 223 citationsarXiv
GENIE: Higher-Order Denoising Diffusion Solvers2210.05475v1 · Tim Dockhorn, Arash Vahdat, Karsten Kreis2022 · 35 citationsarXiv
Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps2206.02903v1 · Seung Wook Kim, Karsten Kreis, Daiqing Li et al.2022 · 6 citationsarXiv
Causal Scene BERT: Improving object detection by searching for challenging groups of data2202.03651v2 · Cinjon Resnick, Or Litany, Amlan Kar et al.2022 · 0 citationsarXiv
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations2201.04684v1 · Daiqing Li, Huan Ling, Seung Wook Kim et al.2022 · 83 citationsarXiv
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs2112.07804v2 · Zhisheng Xiao, Karsten Kreis, Arash Vahdat2021 · 218 citationsarXiv
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion2112.07068v4 · Tim Dockhorn, Arash Vahdat, Karsten Kreis2021 · 57 citationsarXiv
EditGAN: High-Precision Semantic Image Editing2111.03186v1 · Huan Ling, Karsten Kreis, Daiqing Li et al.2021 · 113 citationsarXiv
Don't Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence2111.01177v2 · Tianshi Cao, Alex Bie, Arash Vahdat et al.2021 · 24 citationsAdvances in Neural Information Processing Systems, Volume 34, pages 12480--12492, year 2021
ATISS: Autoregressive Transformers for Indoor Scene Synthesis2110.03675v1 · Despoina Paschalidou, Amlan Kar, Maria Shugrina et al.2021 · 61 citationsarXiv
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