Generative Model Frameworks
This cluster explores various generative models and representation learning techniques, including Generative Adversarial Networks (GANs) and their applications. It focuses on developing algorithms that can generate new data from learned representations.
30,986 papers
Parent topic: Advanced Machine Learning Techniques
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Papers Over Time
Top Papers
2020 · 8,299 citations
2016 · 7,156 citations
2001 · 6,052 citations
2019 · 5,685 citations
2005 · 4,922 citations
2012 · 3,640 citations
2015 · 3,405 citations
2016 · 3,233 citations
2002 · 2,998 citations
2017 · 2,976 citations
2018 · 2,792 citations
2000 · 2,732 citations
2018 · 2,677 citations
1998 · 2,588 citations
0 · 2,263 citations
2006 · 2,000 citations
2006 · 1,948 citations
2010 · 1,945 citations
2019 · 1,790 citations
2020 · 1,597 citations