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The Pile: An 800GB Dataset of Diverse Text for Language Modeling


Dec 31, 2020
Leo Gao, Stella Biderman, Sid Black, Laurence Golding, Travis Hoppe, Charles Foster, Jason Phang, Horace He, Anish Thite, Noa Nabeshima, Shawn Presser, Connor Leahy


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Value Function Based Performance Optimization of Deep Learning Workloads


Nov 30, 2020
Benoit Steiner, Chris Cummins, Horace He, Hugh Leather


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Combining Label Propagation and Simple Models Out-performs Graph Neural Networks


Nov 02, 2020
Qian Huang, Horace He, Abhay Singh, Ser-Nam Lim, Austin R. Benson


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Set-Structured Latent Representations


Mar 09, 2020
Qian Huang, Horace He, Abhay Singh, Yan Zhang, Ser-Nam Lim, Austin Benson

* Preprint, 17 pages 

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Enhancing Adversarial Example Transferability with an Intermediate Level Attack


Jul 23, 2019
Qian Huang, Isay Katsman, Horace He, Zeqi Gu, Serge Belongie, Ser-Nam Lim

* ICCV 2019. arXiv admin note: text overlap with arXiv:1811.08458 

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Adversarial Example Decomposition


Dec 04, 2018
Horace He, Aaron Lou, Qingxuan Jiang, Isay Katsman, Pian Pawakapan, Serge Belongie, Ser-Nam Lim

* Preprint 

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Intermediate Level Adversarial Attack for Enhanced Transferability


Nov 20, 2018
Qian Huang, Zeqi Gu, Isay Katsman, Horace He, Pian Pawakapan, Zhiqiu Lin, Serge Belongie, Ser-Nam Lim

* Preprint 

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