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109 Results
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Poster
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Tue 4:30 |
SelfIE: Self-Interpretation of Large Language Model Embeddings Haozhe Chen · Carl Vondrick · Chengzhi Mao |
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Affinity Workshop
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Mon 1:00 |
A Self-Interpretable Obfuscated Malware Detection System based on Memory Analysis and Self-Supervised Tabular Learning |
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Affinity Workshop
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A Self-Interpretable Obfuscated Malware Detection System based on Memory Analysis and Self-Supervised Tabular Learning Josue Genaro Almaraz-Rivera · Jose Antonio Cantoral-Ceballos · Juan Botero · Jesus Perez-Diaz |
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Oral
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Wed 2:00 |
Interpreting and Improving Large Language Models in Arithmetic Calculation Wei Zhang · Wan Chaoqun · Yonggang Zhang · Yiu Ming Cheung · Xinmei Tian · Xu Shen · Jieping Ye |
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Poster
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Wed 2:30 |
Semantically-correlated memories in a dense associative model Thomas F Burns |
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Poster
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Thu 4:30 |
How Interpretable Are Interpretable Graph Neural Networks? Yongqiang Chen · Yatao Bian · Bo Han · James Cheng |
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Poster
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Wed 2:30 |
Position: Explain to Question not to Justify Przemyslaw Biecek · Wojciech Samek |
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Poster
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Thu 4:30 |
Provably Better Explanations with Optimized Aggregation of Feature Attributions Thomas Decker · Ananta Bhattarai · Jindong Gu · Volker Tresp · Florian Buettner |
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Poster
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Thu 4:30 |
Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning Jannik Deuschel · Caleb Ellington · Yingtao Luo · Ben Lengerich · Pascal Friederich · Eric Xing |
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Poster
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Tue 4:30 |
Explaining Probabilistic Models with Distributional Values Luca Franceschi · Michele Donini · Cedric Archambeau · Matthias Seeger |
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Poster
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Wed 4:30 |
Interpretability Illusions in the Generalization of Simplified Models Dan Friedman · Andrew Lampinen · Lucas Dixon · Danqi Chen · Asma Ghandeharioun |
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Poster
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Wed 4:30 |
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation Xuexin Chen · Ruichu Cai · Zhengting Huang · Yuxuan Zhu · Julien Horwood · Zhifeng Hao · Zijian Li · Jose Miguel Hernandez-Lobato |