no code implementations • 8 Jul 2023 • Stephen Casper, Zifan Guo, Shreya Mogulothu, Zachary Marinov, Chinmay Deshpande, Rui-Jie Yew, Zheng Dai, Dylan Hadfield-Menell
When Stable Diffusion is prompted to imitate an artist from this set, we find that the artist can be identified from the imitation with an average accuracy of 81. 0%.
1 code implementation • 3 Jun 2023 • Zheng Dai, David K Gifford
The resulting model ensembles enable efficient ablation of training data influence, allowing us to assess the impact of training data on model outputs.
1 code implementation • 16 Jun 2022 • Zheng Dai, David Gifford
Advances in machine learning have enabled the prediction of immune system responses to prophylactic and therapeutic vaccines.
no code implementations • 7 Dec 2021 • Zheng Dai, David K. Gifford
The sensitivity of image classifiers to small perturbations in the input is often viewed as a defect of their construction.