Karsten Kreis
36 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
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Academic Marathon
(5)
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(20)
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Triple Crown
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(12)
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(9)
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Century Club
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Keyword Collector
(143)
Conferences
NIPS (11)
CVPR (10)
ICLR (8)
ICML (4)
ICCV (2)
JMLR (1)
Top co-authors
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
Donβt 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