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Investigating sanity checks for saliency maps with image and text classification



Narine Kokhlikyan , Vivek Miglani , Bilal Alsallakh , Miguel Martin , Orion Reblitz-Richardson


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Investigating Saturation Effects in Integrated Gradients



Vivek Miglani , Narine Kokhlikyan , Bilal Alsallakh , Miguel Martin , Orion Reblitz-Richardson

* Presented at ICML Workshop on Human Interpretability in Machine Learning (WHI 2020) 

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Mind the Pad -- CNNs can Develop Blind Spots



Bilal Alsallakh , Narine Kokhlikyan , Vivek Miglani , Jun Yuan , Orion Reblitz-Richardson

* Appendix E available at https://drive.google.com/file/d/1bIvRQJIBwJbKTfpg0hNaFX2ThuuDO8PU/view?usp=sharing 

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Captum: A unified and generic model interpretability library for PyTorch



Narine Kokhlikyan , Vivek Miglani , Miguel Martin , Edward Wang , Bilal Alsallakh , Jonathan Reynolds , Alexander Melnikov , Natalia Kliushkina , Carlos Araya , Siqi Yan , Orion Reblitz-Richardson


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