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|Towards Interpretable Reinforcement Learning Using Attention Augmented Agents|Alexander Mott, Daniel Zoran, Mike Chrzanowski, Daan Wierstra, Danilo Jimenez Rezende|?|[link](https://papers.nips.cc/paper/9400-towards-interpretable-reinforcement-learning-using-attention-augmented-agents)|ToDo|
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|Accurate Layerwise Interpretable Competence Estimation|Vickram Rajendran, William LeVine|?|[link](https://papers.nips.cc/paper/9548-accurate-layerwise-interpretable-competence-estimation)|ToDo|
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|Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)|Mariya Toneva, Leila Wehbe|?|[link](https://papers.nips.cc/paper/9633-interpreting-and-improving-natural-language-processing-in-machines-with-natural-language-processing-in-the-brain)|ToDo|
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|Fooling Neural Network Interpretations via Adversarial Model Manipulation|Juyeon Heo, Sunghwan Joo, Taesup Moon|?|[link](https://papers.nips.cc/paper/8558-fooling-neural-network-interpretations-via-adversarial-model-manipulation)|ToDo|
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|Fooling Neural Network Interpretations via Adversarial Model Manipulation|Juyeon Heo, Sunghwan Joo, Taesup Moon|?|[link](https://papers.nips.cc/paper/8558-fooling-neural-network-interpretations-via-adversarial-model-manipulation)|ToDo (JS)|
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|Towards Automatic Concept-based Explanations|Amirata Ghorbani, James Wexler, James Y. Zou, Been Kim|?|[link](https://papers.nips.cc/paper/9126-towards-automatic-concept-based-explanations)|see [Concept-based Explanations](Concept-based-Explanations)|
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|Visualizing and Measuring the Geometry of BERT|Emily Reif, Ann Yuan, Martin Wattenberg, Fernanda B. Viegas, Andy Coenen, Adam Pearce, Been Kim|?|[link](https://papers.nips.cc/paper/9065-visualizing-and-measuring-the-geometry-of-bert)|ToDo|
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|Deep Model Transferability from Attribution Maps|Jie Song, Yixin Chen, Xinchao Wang, Chengchao Shen, Mingli Song|?|[link](https://papers.nips.cc/paper/8849-deep-model-transferability-from-attribution-maps)|ToDo|
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|Deep Model Transferability from Attribution Maps|Jie Song, Yixin Chen, Xinchao Wang, Chengchao Shen, Mingli Song|?|[link](https://papers.nips.cc/paper/8849-deep-model-transferability-from-attribution-maps)|ToDo (JS)|
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|Robust Attribution Regularization|Jiefeng Chen, Xi Wu, Vaibhav Rastogi, Yingyu Liang, Somesh Jha|?|[link](https://papers.nips.cc/paper/9577-robust-attribution-regularization)|ToDo|
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|Demystifying Black-box Models with Symbolic Metamodels|Ahmed M. Alaa, Mihaela van der Schaar|?|[link](https://papers.nips.cc/paper/9308-demystifying-black-box-models-with-symbolic-metamodels)|ToDo|
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|Deliberative Explanations: visualizing network insecurities|Pei Wang, Nuno Nvasconcelos|?|[link](https://papers.nips.cc/paper/8418-deliberative-explanations-visualizing-network-insecurities)|ToDo|
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|Grid Saliency for Context Explanations of Semantic Segmentation|Lukas Hoyer, Mauricio Munoz, Prateek Katiyar, Anna Khoreva, Volker Fischer|?|[link](https://papers.nips.cc/paper/8874-grid-saliency-for-context-explanations-of-semantic-segmentation)|ToDo|
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|On the (In)fidelity and Sensitivity of Explanations|Chih-Kuan Yeh, Cheng-Yu Hsieh, Arun Suggala, David I. Inouye, Pradeep K. Ravikumar||[link](https://papers.nips.cc/paper/9278-on-the-infidelity-and-sensitivity-of-explanations)|ToDo|
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|Explanations can be manipulated and geometry is to blame|Ann-Kathrin Dombrowski, Maximillian Alber, Christopher Anders, Marcel Ackermann, Klaus-Robert Müller, Pan Kessel|?|[link](https://papers.nips.cc/paper/9511-explanations-can-be-manipulated-and-geometry-is-to-blame)|ToDo (Max)|
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|On Relating Explanations and Adversarial Examples|Alexey Ignatiev, Nina Narodytska, Joao Marques-Silva|?|[link](https://papers.nips.cc/paper/9717-on-relating-explanations-and-adversarial-examples)|ToDo|
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|On Relating Explanations and Adversarial Examples|Alexey Ignatiev, Nina Narodytska, Joao Marques-Silva|?|[link](https://papers.nips.cc/paper/9717-on-relating-explanations-and-adversarial-examples)|ToDo (JS)|
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... | ... | @@ -59,7 +59,7 @@ https://nips.cc/Conferences/2019/Schedule?showParentSession=15517 |
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15. [Grid Saliency for Context Explanations of Semantic Segmentation](https://papers.nips.cc/paper/8874-grid-saliency-for-context-explanations-of-semantic-segmentation) [Lukas Hoyer](https://papers.nips.cc/author/lukas-hoyer-13590), [Mauricio Munoz](https://papers.nips.cc/author/mauricio-munoz-13591), [Prateek Katiyar](https://papers.nips.cc/author/prateek-katiyar-13592), [Anna Khoreva](https://papers.nips.cc/author/anna-khoreva-13552), [Volker Fischer](https://papers.nips.cc/author/volker-fischer-11249)
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16. [On the (In)fidelity and Sensitivity of Explanations](https://papers.nips.cc/paper/9278-on-the-infidelity-and-sensitivity-of-explanations) [Chih-Kuan Yeh](https://papers.nips.cc/author/chih-kuan-yeh-12137), [Cheng-Yu Hsieh](https://papers.nips.cc/author/cheng-yu-hsieh-14308), [Arun Suggala](https://papers.nips.cc/author/arun-suggala-10070), [David I. Inouye](https://papers.nips.cc/author/david-i-inouye-7228), [Pradeep K. Ravikumar](https://papers.nips.cc/author/pradeep-k-ravikumar-6369)
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17. [Explanations can be manipulated and geometry is to blame](https://papers.nips.cc/paper/9511-explanations-can-be-manipulated-and-geometry-is-to-blame) [Ann-Kathrin Dombrowski](https://papers.nips.cc/author/ann-kathrin-dombrowski-14708), [Maximillian Alber](https://papers.nips.cc/author/maximillian-alber-14709), [Christopher Anders](https://papers.nips.cc/author/christopher-anders-14710), [Marcel Ackermann](https://papers.nips.cc/author/marcel-ackermann-14711), [Klaus-Robert Müller](https://papers.nips.cc/author/klaus-robert-muller-1282), [Pan Kessel](https://papers.nips.cc/author/pan-kessel-14712)
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18. [On Relating Explanations and Adversarial Examples](https://papers.nips.cc/paper/9717-on-relating-explanations-and-adversarial-examples) [Alexey Ignatiev](https://papers.nips.cc/author/alexey-ignatiev-15097), [Nina Narodytska](https://papers.nips.cc/author/nina-narodytska-15098), [Joao Marques-Silva](https://papers.nips.cc/author/joao-marques-silva-15099)|ToDo (JS)|
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18. [On Relating Explanations and Adversarial Examples](https://papers.nips.cc/paper/9717-on-relating-explanations-and-adversarial-examples) [Alexey Ignatiev](https://papers.nips.cc/author/alexey-ignatiev-15097), [Nina Narodytska](https://papers.nips.cc/author/nina-narodytska-15098), [Joao Marques-Silva](https://papers.nips.cc/author/joao-marques-silva-15099)
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