Sanity Checks for Saliency Maps. - Julius Adebayo; Justin Gilmer; Michael Muelly; Ian J. Goodfellow; Moritz Hardt; Been Kim (NeurIPS, 2018)

Generative Modeling for Small-Data Object Detection. - Lanlan Liu; Michael Muelly; Jia Deng 001; Tomas Pfister; Li-Jia Li 001 (ICCV, 2019)

Debugging Tests for Model Explanations. - Julius Adebayo; Michael Muelly; Ilaria Liccardi; Been Kim (NeurIPS, 2020)

Post hoc Explanations may be Ineffective for Detecting Unknown Spurious Correlation. - Julius Adebayo; Michael Muelly; Harold Abelson; Been Kim (ICLR, 2022)