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Karsten Kreis

36 papers · 2020–2025 · 6 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (47) 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (5) 🀝 Dynamic Duo (20) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ“ˆ Trend Setter ⚑ Prolific Year (9) πŸ’Ž Century Club (36) πŸ”₯ Unstoppable (6) πŸ—ƒοΈ Keyword Collector (143)

Conferences

NIPS (11) CVPR (10) ICLR (8) ICML (4) ICCV (2) JMLR (1)

Top co-authors

Sanja Fidler (20) Arash Vahdat (17) Seung Wook Kim (10) Antonio Torralba (8) huan ling (7) Daiqing Li (6) Tomas Geffner (6) Weili Nie (6) Danny Reidenbach (4) xiaohui zeng (3)

Keywords

diffusion model (7) generative model (5) generative adversarial network (4) image generation (3) 3d generation (3) semantic segmentation (3) latent diffusion model (3) variational autoencoder (3) scene completion (2) 3d reconstruction (2) temporal consistency (2) denoising diffusion model (2) latent diffusion (2) image synthesis (2) neural rendering (2) molecule generation (2) 3d shape generation (1) video generation (1) reinforcement learning (1) object detection (1)

Papers

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