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Melanie Mitchell

Why AI is Harder Than We Think

Apr 28, 2021
Melanie Mitchell

* 12 pages; typos corrected in newest version

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Abstraction and Analogy-Making in Artificial Intelligence

Feb 22, 2021
Melanie Mitchell

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* 29 pages, 9 figures

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Adversarial Perturbations Are Not So Weird: Entanglement of Robust and Non-Robust Features in Neural Network Classifiers

Feb 09, 2021
Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon

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* 20 pages, 14 figures, 6 tables

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Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable

Dec 11, 2020
Odest Chadwicke Jenkins, Daniel Lopresti, Melanie Mitchell

* A Computing Community Consortium (CCC) white paper, 5 pages

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Revisiting Visual Grounding

Apr 03, 2019
Erik Conser, Kennedy Hahn, Chandler M. Watson, Melanie Mitchell

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* To appear in Proceedings of the Workshop on Shortcomings in Vision and Language, NAACL-2019, ACL

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Gaussian Processes with Context-Supported Priors for Active Object Localization

Sep 20, 2017
Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak

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* 10 pages, 4 figures

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Fast On-Line Kernel Density Estimation for Active Object Localization

Nov 16, 2016
Anthony D. Rhodes, Max H. Quinn, Melanie Mitchell

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* arXiv admin note: text overlap with arXiv:1607.00548

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Active Object Localization in Visual Situations

Jul 02, 2016
Max H. Quinn, Anthony D. Rhodes, Melanie Mitchell

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* 14 pages

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