Generative Models Publications

Publications in Generative Models

Explore the most influential research papers and scholarly works that have shaped Generative Models. Use the concept filter below to focus on a specific sub-area of research.

Generative Models

4.7K

Publications

487.5K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
GAN（Generative Adversarial Nets） Journal of Japan Society for Fuzzy Theory and Intelligent Informatics Artificial IntelligenceGenerative Artificial IntelligenceEngineeringMachine LearningData Science	2017	21.7K
Generative adversarial networks Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Communications of the ACM Artificial IntelligenceEngineeringMachine LearningData ScienceGenerative Adversarial Network	2020	12.7K
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach, Andreas Blattmann, Dominik Lorenz, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) EngineeringMachine LearningLatent Diffusion ModelsAutoencodersImage Analysis	2022	12.1K
Conditional Generative Adversarial Nets Mehdi Mirza, Simon Osindero arXiv (Cornell University) Artificial IntelligenceGenerative SystemGenerative Adversarial NetsMachine LearningData Science	2014	8.9K
Extracting and composing robust features with denoising autoencoders Pascal Vincent, Hugo Larochelle, Yoshua Bengio, EngineeringMachine LearningAutoencodersRobust FeaturesRobust Feature	2008	7.2K
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford, Luke Metz, Soumith Chintala arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningRepresentation LearningImage Analysis	2015	7K
Least Squares Generative Adversarial Networks Xudong Mao, Qing Li, Haoran Xie, Image AnalysisMachine LearningData ScienceLsgan YieldsPattern Recognition	2017	5.1K
Wasserstein Generative Adversarial Networks Martín Arjovsky, Soumith Chintala, Léon Bottou International Conference on Machine Learning EngineeringMachine LearningGenerative Adversarial NetworkGenerative ModelsGenerative Model	2017	5K
Adversarial Discriminative Domain Adaptation Eric Tzeng, Judy Hoffman, Kate Saenko, Artificial IntelligenceMachine VisionMachine LearningData ScienceEngineering	2017	4.9K
Generative Adversarial Networks Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningData ScienceGenerative Adversarial Network	2014	4.5K
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Image AnalysisMachine LearningMachine VisionConditional GansEngineering	2018	4.3K
Generative Adversarial Networks: An Overview Antonia Creswell, Tom White, Vincent Dumoulin, IEEE Signal Processing Magazine Signal Processing CommunitySemantic Image EditingImage AnalysisMachine LearningData Science	2018	4.3K

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