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Why AI is Harder Than We Think


Apr 28, 2021
Melanie Mitchell

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* 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

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* 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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Sparse Coding on Stereo Video for Object Detection


Nov 30, 2017
Sheng Y. Lundquist, Melanie Mitchell, Garrett T. Kenyon

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Semantic Image Retrieval via Active Grounding of Visual Situations


Oct 31, 2017
Max H. Quinn, Erik Conser, Jordan M. Witte, Melanie Mitchell

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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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