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CausalX: Causal Explanations and Block Multilinear Factor Analysis


Feb 27, 2021
M. Alex O. Vasilescu, Eric Kim, Xiao S. Zeng

* 2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, pp. 10736-10743 
* arXiv admin note: text overlap with arXiv:1911.04180 

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Toward Transformer-Based Object Detection


Dec 17, 2020
Josh Beal, Eric Kim, Eric Tzeng, Dong Huk Park, Andrew Zhai, Dmitry Kislyuk


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Differences between human and machine perception in medical diagnosis


Nov 28, 2020
Taro Makino, Stanislaw Jastrzebski, Witold Oleszkiewicz, Celin Chacko, Robin Ehrenpreis, Naziya Samreen, Chloe Chhor, Eric Kim, Jiyon Lee, Kristine Pysarenko, Beatriu Reig, Hildegard Toth, Divya Awal, Linda Du, Alice Kim, James Park, Daniel K. Sodickson, Laura Heacock, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras


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Bootstrapping Complete The Look at Pinterest


Jun 29, 2020
Eileen Li, Eric Kim, Andrew Zhai, Josh Beal, Kunlong Gu

* 9 pages, 12 figures, To be published in KDD '20 

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Shop The Look: Building a Large Scale Visual Shopping System at Pinterest


Jun 18, 2020
Raymond Shiau, Hao-Yu Wu, Eric Kim, Yue Li Du, Anqi Guo, Zhiyuan Zhang, Eileen Li, Kunlong Gu, Charles Rosenberg, Andrew Zhai

* 10 pages, 7 figures, Accepted to KDD'20 

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Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening


Mar 20, 2019
Nan Wu, Jason Phang, Jungkyu Park, Yiqiu Shen, Zhe Huang, Masha Zorin, Stanisław Jastrzębski, Thibault Févry, Joe Katsnelson, Eric Kim, Stacey Wolfson, Ujas Parikh, Sushma Gaddam, Leng Leng Young Lin, Kara Ho, Joshua D. Weinstein, Beatriu Reig, Yiming Gao, Hildegard Toth, Kristine Pysarenko, Alana Lewin, Jiyon Lee, Krystal Airola, Eralda Mema, Stephanie Chung, Esther Hwang, Naziya Samreen, S. Gene Kim, Laura Heacock, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras


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Complete the Look: Scene-based Complementary Product Recommendation


Dec 04, 2018
Wang-Cheng Kang, Eric Kim, Jure Leskovec, Charles Rosenberg, Julian McAuley


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High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks


Jun 28, 2018
Krzysztof J. Geras, Stacey Wolfson, Yiqiu Shen, Nan Wu, S. Gene Kim, Eric Kim, Laura Heacock, Ujas Parikh, Linda Moy, Kyunghyun Cho


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Breast density classification with deep convolutional neural networks


Nov 10, 2017
Nan Wu, Krzysztof J. Geras, Yiqiu Shen, Jingyi Su, S. Gene Kim, Eric Kim, Stacey Wolfson, Linda Moy, Kyunghyun Cho


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Memoryless Control Design for Persistent Surveillance under Safety Constraints


Nov 08, 2012
Eduardo Arvelo, Eric Kim, Nuno C. Martins


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