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Workshop
Don't trust your eyes: on the (un)reliability of feature visualizations
Robert Geirhos · Roland S. Zimmermann · Blair Bilodeau · Wieland Brendel · Been Kim
Workshop
Fri 14:10 Learning to Explain Hypergraph Neural Networks
Sepideh Maleki · Ehsan Hajiramezanali · Gabriele Scalia · Tommaso Biancalani · Kangway Chuang
Workshop
Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning
Xinyi Wang · Wanrong Zhu · Michael Saxon · Mark Steyvers · William Wang
Workshop
Bridging the Gap: From Post Hoc Explanations to Inherently Interpretable Models for Medical Imaging
Shantanu Ghosh · Ke Yu · Forough Arabshahi · Kayhan Batmanghelich