no code implementations • 8 Mar 2024 • Jiajie Fan, Amal Trigui, Thomas Bäck, Hao Wang
As such, FID might not be suitable to assess the performance of DGMs for a generative design task.
no code implementations • 19 Nov 2023 • Jiajie Fan, Laure Vuaille, Thomas Bäck, Hao Wang
We delve into the impact of noise schedules of diffusion models on the plausibility of the outcome: there exists a range of noise levels at which the model's performance decides the result plausibility.
no code implementations • 19 Jul 2023 • Jiajie Fan, Laure Vuaille, Hao Wang, Thomas Bäck
The potential of SA-ALAE is shown by generating engineering blueprints in a real automotive design task.