Michael Muelly

According to our database, Michael Muelly authored at least 5 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Analysis of Validation Performance of a Machine Learning Classifier in Interstitial Lung Disease Cases Without Definite or Probable Usual Interstitial Pneumonia Pattern on CT Using Clinical and Pathology-Supported Diagnostic Labels.

Marcello Chang, Joshua Jay Reicher, Angad Kalra, Michael Muelly, Yousef Ahmad

J. Imaging Inform. Medicine, 2024

2022

Post hoc Explanations may be Ineffective for Detecting Unknown Spurious Correlation.

Julius Adebayo, Michael Muelly, Harold Abelson, Been Kim

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

Debugging Tests for Model Explanations.

Julius Adebayo, Michael Muelly, Ilaria Liccardi, Been Kim

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Generative Modeling for Small-Data Object Detection.

Lanlan Liu, Michael Muelly, Jia Deng, Tomas Pfister, Li-Jia Li

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Sanity Checks for Saliency Maps.

Julius Adebayo, Justin Gilmer, Michael Muelly, Ian J. Goodfellow, Moritz Hardt, Been Kim

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018