Adebayo, Julius

Sanity Checks for Saliency Maps

Adebayo, J., Gilmer, J., Muelly, M., Goodfellow, I., Hardt, M., & Kim, B. (2018) · arXiv

Explainable Artificial Intelligence (XAI)Visual Attention and Saliency Detection

Cited by 1,294

Assessing the trustworthiness of saliency maps for localizing abnormalities in medical imaging

Arun, N., Gaw, N., Singh, P., Chang, K., Aggarwal, M., Chen, B., Hoebel, K., Gupta, S., Patel, J., Gidwani, M., et al. (2021) · Radiology: Artificial Intelligence

Visual Attention and Saliency DetectionMedical Image Segmentation Techniques

Cited by 342

Debugging Tests for Model Explanations

Adebayo, J., Muelly, M., Liccardi, I., & Kim, B. (2020) · arXiv

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 88

Explaining Explanations to Society

Gilpin, L. H., Testart, C., Fruchter, N., & Adebayo, J. (2019) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 28