AI Enabling Technologies: A Survey

8 May 2019

Albert Reuther

Papers citing "AI Enabling Technologies: A Survey"

37 / 37 papers shown

Title
Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis Albert Reuther J. Kepner Chansup Byun S. Samsi William Arcand ... J. Mullen Andrew Prout Antonio Rosa Charles Yee Peter Michaleas LRM ReLM 395 282 0 20 Jul 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 240 1,186 0 27 Jun 2018
Tracking Emerges by Colorizing Videos Carl Vondrick Abhinav Shrivastava Alireza Fathi S. Guadarrama Kevin Patrick Murphy 75 377 0 25 Jun 2018
Qiniu Submission to ActivityNet Challenge 2018 Xiaoteng Zhang Yixin Bao Feiyun Zhang Kaiqin Hu Yicheng Wang Liang Zhu Qinzhu He Yining Lin Jie Shao Yao Peng 3DPC 49 3 0 12 Jun 2018
Gazelle: A Low Latency Framework for Secure Neural Network Inference Chiraag Juvekar Vinod Vaikuntanathan A. Chandrakasan 60 893 0 16 Jan 2018
Moments in Time Dataset: one million videos for event understanding Mathew Monfort A. Andonian Bolei Zhou K. Ramakrishnan Sarah Adel Bargal ... L. Brown Quanfu Fan Dan Gutfreund Carl Vondrick A. Oliva 92 549 0 09 Jan 2018
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 157 1,799 0 10 Oct 2017
Deep Learning at 15PF: Supervised and Semi-Supervised Classification for Scientific Data Thorsten Kurth Jian Zhang N. Satish Ioannis Mitliagkas Evan Racah ... J. Deslippe Mikhail Shiryaev Srinivas Sridharan P. Prabhat Pradeep Dubey 44 83 0 17 Aug 2017
Scaling Deep Learning on GPU and Knights Landing clusters Yang You A. Buluç J. Demmel GNN 48 75 0 09 Aug 2017
Robust Physical-World Attacks on Deep Learning Models Kevin Eykholt Ivan Evtimov Earlence Fernandes Yue Liu Amir Rahmati Chaowei Xiao Atul Prakash Tadayoshi Kohno D. Song AAML 54 595 0 27 Jul 2017
MIT SuperCloud Portal Workspace: Enabling HPC Web Application Deployment Andrew Prout William Arcand David Bestor Bill Bergeron Chansup Byun ... J. Mullen Antonio Rosa S. Samsi Albert Reuther J. Kepner 40 15 0 19 Jul 2017
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour Priya Goyal Piotr Dollár Ross B. Girshick P. Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He 3DH 126 3,681 0 08 Jun 2017
The Atari Grand Challenge Dataset Vitaly Kurin Sebastian Nowozin Katja Hofmann Lucas Beyer Bastian Leibe OffRL 60 44 0 31 May 2017
MagNet: a Two-Pronged Defense against Adversarial Examples Dongyu Meng Hao Chen AAML 46 1,208 0 25 May 2017
SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks A. Parashar Minsoo Rhu Anurag Mukkara A. Puglielli Rangharajan Venkatesan Brucek Khailany J. Emer S. Keckler W. Dally 78 1,126 0 23 May 2017
Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods Nicholas Carlini D. Wagner AAML 123 1,857 0 20 May 2017
In-Datacenter Performance Analysis of a Tensor Processing Unit N. Jouppi C. Young Nishant Patil David Patterson Gaurav Agrawal ... Vijay Vasudevan Richard Walter Walter Wang Eric Wilcox Doe Hyun Yoon 235 4,635 0 16 Apr 2017
SafetyNet: Detecting and Rejecting Adversarial Examples Robustly Jiajun Lu Theerasit Issaranon David A. Forsyth GAN 90 380 0 01 Apr 2017
SoK: Cryptographically Protected Database Search Benjamin Fuller Mayank Varia Arkady Yerukhimovich Emily Shen Ariel Hamlin V. Gadepally Richard Shay John Darby Mitchell Robert K. Cunningham AI4TS 43 117 0 06 Mar 2017
Distributed Training of Deep Neural Networks: Theoretical and Practical Limits of Parallel Scalability J. Keuper Franz-Josef Pfreundt GNN 83 98 0 22 Sep 2016
A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning T. Nathan Mundhenk G. Konjevod W. Sakla K. Boakye 82 337 0 14 Sep 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 540 5,897 0 08 Jul 2016
Associative Array Model of SQL, NoSQL, and NewSQL Databases J. Kepner V. Gadepally D. Hutchison Hayden Jananthan Tim Mattson S. Samsi Albert Reuther 21 48 0 18 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 377 14,253 0 23 Feb 2016
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems Tianqi Chen Mu Li Yutian Li Min Lin Naiyan Wang Minjie Wang Tianjun Xiao Bing Xu Chiyuan Zhang Zheng Zhang 196 2,247 0 03 Dec 2015
DeepFool: a simple and accurate method to fool deep neural networks Seyed-Mohsen Moosavi-Dezfooli Alhussein Fawzi P. Frossard AAML 151 4,897 0 14 Nov 2015
Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks Nicolas Papernot Patrick McDaniel Xi Wu S. Jha A. Swami AAML 102 3,072 0 14 Nov 2015
Lustre, Hadoop, Accumulo J. Kepner William Arcand David Bestor Bill Bergeron Chansup Byun ... J. Mullen Andrew Prout Antonio Rosa Charles Yee Albert Reuther 20 11 0 09 Jul 2015
Enabling On-Demand Database Computing with MIT SuperCloud Database Management System Andrew Prout J. Kepner Peter Michaleas William Arcand David Bestor ... Matthew Hubbell J. Mullen Antonio Rosa Charles Yee Albert Reuther 147 28 0 29 Jun 2015
Computing on Masked Data to improve the Security of Big Data V. Gadepally Braden Hancock Benjamin Kaiser J. Kepner Peter Michaleas Mayank Varia Arkady Yerukhimovich 31 53 0 06 Apr 2015
Deep Learning with Limited Numerical Precision Suyog Gupta A. Agrawal K. Gopalakrishnan P. Narayanan HAI 207 2,048 0 09 Feb 2015
Big Data Dimensional Analysis V. Gadepally J. Kepner 39 29 0 03 Aug 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 274 14,711 0 20 Jun 2014
Achieving 100,000,000 database inserts per second using Accumulo and D4M J. Kepner William Arcand David Bestor Bill Bergeron Chansup Byun ... J. Mullen Andrew Prout Albert Reuther Antonio Rosa Charles Yee 147 70 0 19 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 127 12,231 0 19 Dec 2013