Concepedia

Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design

Lyle Regenwetter, Akash Srivastava, Dan Gutfreund, Faez Ahmed

Computer-Aided Design · 2023 · 45 citations · 57 references

Concepts

ArchitectureComputational EngineeringDesignDesign OptimizationDesign TheoryGenerative DesignDeep LearningDesign AnalyticsDesign SynthesisEngineering Design AutomationGenerative ModelingDesign Representation LearningEngineering Design ProcessEngineering Design ThinkingGenerative Design AlgorithmsGenerative Design SystemsGenerative Evaluation

References

57

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Image quality assessment: from error visibility to structural similarity

Zhou Wang, Alan C. Bovik, Hamid R. Sheikh et al. · IEEE Transactions on Image Processing · 2004 · 56K citations

Arts, Vision Science, Computer Vision +14

AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2018 · 45.7K citations · Full text

Computing, Computer Science, Computational Linguistics +12

Kishore Papineni, Salim Roukos, Todd J. Ward et al. · 2001 · 21.5K citations · Full text

Computing, Computer Science, Computational Linguistics +9

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