Karsten Kreis

Efficient Molecular Conformer Generation with SO(3)-Averaged Flow Matching and Reflow ICML 2025 Energy-Based Diffusion Language Models for Text Generation ICLR 2025 GenMol: A Drug Discovery Generalist with Discrete Diffusion ICML 2025 ProtComposer: Compositional Protein Structure Generation with 3D Ellipsoids ICLR 2025 Proteina: Scaling Flow-based Protein Structure Generative Models ICLR 2025 Score-Based Diffusion Models in Function Space JMLR 2025 Truncated Consistency Models ICLR 2025 Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization NeurIPS 2024 Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models CVPR 2024 Align Your Steps: Optimizing Sampling Schedules in Diffusion Models ICML 2024 DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents ICML 2024 L4GM: Large 4D Gaussian Reconstruction Model NeurIPS 2024 Molecule Generation with Fragment Retrieval Augmentation NeurIPS 2024 Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata CVPR 2024 Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models NeurIPS 2024 WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space ICLR 2024 Align Your Latents: High-Resolution Video Synthesis With Latent Diffusion Models CVPR 2023 DreamTeacher: Pretraining Image Backbones with Deep Generative Models ICCV 2023 Magic3D: High-Resolution Text-to-3D Content Creation CVPR 2023 NeuralField-LDM: Scene Generation With Hierarchical Latent Diffusion Models CVPR 2023 TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models ICCV 2023 Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion CVPR 2023 BigDatasetGAN: Synthesizing ImageNet With Pixel-Wise Annotations CVPR 2022 GENIE: Higher-Order Denoising Diffusion Solvers NeurIPS 2022 LION: Latent Point Diffusion Models for 3D Shape Generation NeurIPS 2022 Polymorphic-GAN: Generating Aligned Samples Across Multiple Domains With Learned Morph Maps CVPR 2022 Score-Based Generative Modeling with Critically-Damped Langevin Diffusion ICLR 2022 Tackling the Generative Learning Trilemma with Denoising Diffusion GANs ICLR 2022 ATISS: Autoregressive Transformers for Indoor Scene Synthesis NeurIPS 2021 Don’t Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence NeurIPS 2021 EditGAN: High-Precision Semantic Image Editing NeurIPS 2021 Neural Geometric Level of Detail: Real-Time Rendering With Implicit 3D Shapes CVPR 2021 Score-based Generative Modeling in Latent Space NeurIPS 2021 Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization CVPR 2021 VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models ICLR 2021 Variational Amodal Object Completion NeurIPS 2020