Concepedia

Deep learning for procedural content generation

Jialin Liu, Sam Snodgrass, Ahmed Khalifa, Sebastian Risi, Georgios N. Yannakakis, Julian Togelius

Neural Computing and Applications · 2020 · 132 citations · 95 references

Open access

Concepts

ArtsComputational DesignComputational ArtDeep LearningProcedural Image GenerationProcedural Image SynthesisProcedural ModelingProcedural Content AuthoringProcedural GenerationProcedural Scene GenerationProcedural Scene ModelingProcedural Story Generation

References

95

GAN（Generative Adversarial Nets）

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics · 2017 · 21.8K citations · Full text

Computing, Computer Science, Algorithms +12

Auto-Encoding Variational Bayes

Diederik P. Kingma, Max Welling · UvA-DARE (University of Amsterdam) · 2013 · 15.6K citations · Full text

Computing, Computer Science, Machine Learning +16

Advances in Neural Information Processing Systems 28

Peter Flach, Meelis Kull · 2015 · 14.7K citations

Life Sciences, Computer Science, Neuroscience +12

Bidirectional recurrent neural networks

Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 10K citations

Computing, Computer Science, Computational Linguistics +12

Deep Learning Face Attributes in the Wild

Ziwei Liu, Ping Luo, Xiaogang Wang et al. · 2015 · 7.7K citations

Computing, Computer Science, Computer Vision +13