Design Target Achievement Index: A Differentiable Metric to Enhance Deep Generative Models in Multi-Objective Inverse Design

6 May 2022

Papers citing "Design Target Achievement Index: A Differentiable Metric to Enhance Deep Generative Models in Multi-Objective Inverse Design"

8 / 8 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 298 30,152 0 01 Mar 2022
Deep Generative Models in Engineering Design: A Review Lyle Regenwetter Amin Heyrani Nobari Faez Ahmed 3DV AI4CE 105 188 0 21 Oct 2021
PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design Amin Heyrani Nobari Wei Chen Faez Ahmed 74 50 0 07 Jun 2021
BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks Lyle Regenwetter Brent Curry Faez Ahmed 121 36 0 10 Mar 2021
MO-PaDGAN: Reparameterizing Engineering Designs for Augmented Multi-objective Optimization Wei Chen Faez Ahmed AI4CE 83 35 0 15 Sep 2020
Integrating Deep Learning into CAD/CAE System: Generative Design and Evaluation of 3D Conceptual Wheel Soyoung Yoo Sunghee Lee Seongsin Kim Kwang Hyeon Hwang Jong Ho Park Namwoo Kang AI4CE 39 108 0 25 May 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 323 5,829 0 03 Dec 2019
Modeling Tabular data using Conditional GAN Lei Xu Maria Skoularidou Alfredo Cuesta-Infante K. Veeramachaneni CML MU SyDa GAN 121 1,262 0 01 Jul 2019