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Generative Models

Models that generate — GANs, autoencoders, diffusion and transformer-based generation across text, images and beyond.

84
papers
10
researchers
3
venues

most-cited papers

84 total
Generative ModelsCVPR
DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis

Justus Thies

66 citations
Generative Modelsnpj Digital Medicine
Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence

19 authors

60 citations
Generative Models
BOLT: Privacy-Preserving, Accurate and Efficient Inference for Transformers

5 authors

55 citations
Generative ModelsNature Communications
Automated design of multi-target ligands by generative deep learning

12 authors

41 citations
Generative ModelsAI and Ethics
Auditing and instructing text-to-image generation models on fairness

Felix Friedrich, Patrick Schramowski, Kristian Kersting

38 citations
Generative ModelsInternational Journal of Research in Marketing
Generative AI for scalable feedback to multimodal exercises

2 authors

35 citations
Generative ModelsThe Annals of Applied Statistics
Generative machine learning methods for multivariate ensemble postprocessing

4 authors

25 citations
Generative Modelsnpj Digital Medicine
Real world federated learning with a knowledge distilled transformer for cardiac CT imaging

25 authors

20 citations
Generative ModelsIET Computer Vision
Recognition of European mammals and birds in camera trap images using deep neural networks

Bernd Freisleben

14 citations
Generative ModelsSmall Methods
This Microtubule Does Not Exist: Super‐Resolution Microscopy Image Generation by a Diffusion Model

10 authors

13 citations
Generative ModelsComputer Methods in Applied Mechanics and Engineering
Deep learning-aided inverse design of porous metamaterials

4 authors

9 citations
Generative ModelsEngineering Applications of Artificial Intelligence
Multimodal transformer for early alarm prediction

Devendra Dhami, Kristian Kersting

9 citations

where it's published

CVPR2AAAI1WACV1
other fields
NLP & Language ModelsComputer Vision & ImagingRobotics & AutonomyLearning Theory & OptimizationHealth & BiomedicineClimate, Energy & EnvironmentSecurity & PrivacyHuman-Computer Interaction & XRCognitive Science & Perception