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TensorFlow: A system for large-scale machine learning
v1v2 (latest)

TensorFlow: A system for large-scale machine learning

27 May 2016
Martín Abadi
P. Barham
Jianmin Chen
Zhiwen Chen
Andy Davis
J. Dean
M. Devin
Sanjay Ghemawat
G. Irving
Michael Isard
M. Kudlur
J. Levenberg
R. Monga
Sherry Moore
D. Murray
Benoit Steiner
P. Tucker
Vijay Vasudevan
Pete Warden
Martin Wicke
Yuan Yu
Xiaoqiang Zhang
    GNNAI4CE
ArXiv (abs)PDFHTML

Papers citing "TensorFlow: A system for large-scale machine learning"

50 / 4,252 papers shown
Title
HPC Cloud for Scientific and Business Applications: Taxonomy, Vision,
  and Research Challenges
HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges
M. Netto
R. Calheiros
Eduardo Rodrigues
R. L. F. Cunha
Rajkumar Buyya
99
74
0
24 Oct 2017
Searching for Activation Functions
Searching for Activation Functions
Prajit Ramachandran
Barret Zoph
Quoc V. Le
101
612
0
16 Oct 2017
How Much Chemistry Does a Deep Neural Network Need to Know to Make
  Accurate Predictions?
How Much Chemistry Does a Deep Neural Network Need to Know to Make Accurate Predictions?
Garrett B. Goh
Charles Siegel
Abhinav Vishnu
Nathan Oken Hodas
Nathan Baker
66
47
0
05 Oct 2017
A Comparative Taxonomy and Survey of Public Cloud Infrastructure Vendors
A Comparative Taxonomy and Survey of Public Cloud Infrastructure Vendors
Dimitrios Sikeridis
I. Papapanagiotou
B. Rimal
M. Devetsikiotis
28
26
0
04 Oct 2017
Prochlo: Strong Privacy for Analytics in the Crowd
Prochlo: Strong Privacy for Analytics in the Crowd
Andrea Bittau
Ulfar Erlingsson
Petros Maniatis
Ilya Mironov
A. Raghunathan
David Lie
Mitch Rudominer
Ushasree Kode
J. Tinnés
B. Seefeld
156
280
0
02 Oct 2017
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing
  Framework for Embedded Learning
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning
Georgios Detorakis
Sadique Sheik
C. Augustine
Somnath Paul
Bruno U. Pedroni
N. Dutt
J. Krichmar
Gert Cauwenberghs
Emre Neftci
87
29
0
29 Sep 2017
A Deep Neural Network Approach To Parallel Sentence Extraction
A Deep Neural Network Approach To Parallel Sentence Extraction
Francis Grégoire
Philippe Langlais
39
20
0
28 Sep 2017
MR Acquisition-Invariant Representation Learning
MR Acquisition-Invariant Representation Learning
Wouter M. Kouw
Marco Loog
L. Bartels
A. Mendrik
OOD
74
11
0
22 Sep 2017
BreathRNNet: Breathing Based Authentication on Resource-Constrained IoT
  Devices using RNNs
BreathRNNet: Breathing Based Authentication on Resource-Constrained IoT Devices using RNNs
Jagmohan Chauhan
Suranga Seneviratne
Yining Hu
Archan Misra
Aruna Seneviratne
Youngki Lee
HAI
37
2
0
22 Sep 2017
Neural Optimizer Search with Reinforcement Learning
Neural Optimizer Search with Reinforcement Learning
Irwan Bello
Barret Zoph
Vijay Vasudevan
Quoc V. Le
ODL
92
387
0
21 Sep 2017
Neural Networks for Text Correction and Completion in Keyboard Decoding
Neural Networks for Text Correction and Completion in Keyboard Decoding
Shaon Ghosh
Per Ola Kristensson
HAI
49
69
0
19 Sep 2017
AI Programmer: Autonomously Creating Software Programs Using Genetic
  Algorithms
AI Programmer: Autonomously Creating Software Programs Using Genetic Algorithms
Kory Becker
Justin Emile Gottschlich
42
29
0
17 Sep 2017
NIMA: Neural Image Assessment
NIMA: Neural Image Assessment
Hossein Talebi
P. Milanfar
3DH
121
913
0
15 Sep 2017
Are you serious?: Rhetorical Questions and Sarcasm in Social Media
  Dialog
Are you serious?: Rhetorical Questions and Sarcasm in Social Media Dialog
Shereen Oraby
Vrindavan Harrison
Amita Misra
E. Riloff
M. Walker
49
25
0
15 Sep 2017
Weld: Rethinking the Interface Between Data-Intensive Applications
Weld: Rethinking the Interface Between Data-Intensive Applications
Shoumik Palkar
James J. Thomas
Deepak Narayanan
Anil Shanbhag
R. Palamuttam
H. Pirk
Malte Schwarzkopf
Saman P. Amarasinghe
Samuel Madden
Matei A. Zaharia
AI4CE
65
21
0
14 Sep 2017
Cross-lingual Word Segmentation and Morpheme Segmentation as Sequence
  Labelling
Cross-lingual Word Segmentation and Morpheme Segmentation as Sequence Labelling
Yan Shao
55
7
0
12 Sep 2017
"Having 2 hours to write a paper is fun!": Detecting Sarcasm in
  Numerical Portions of Text
"Having 2 hours to write a paper is fun!": Detecting Sarcasm in Numerical Portions of Text
Lakshya Kumar
Arpan Somani
P. Bhattacharyya
41
16
0
06 Sep 2017
Non-rigid image registration using fully convolutional networks with
  deep self-supervision
Non-rigid image registration using fully convolutional networks with deep self-supervision
Hongming Li
Yong-Xian Fan
64
94
0
04 Sep 2017
PassGAN: A Deep Learning Approach for Password Guessing
PassGAN: A Deep Learning Approach for Password Guessing
Briland Hitaj
Paolo Gasti
G. Ateniese
Fernando Perez-Cruz
GAN
96
250
0
01 Sep 2017
Automatic Brain Tumor Segmentation using Cascaded Anisotropic
  Convolutional Neural Networks
Automatic Brain Tumor Segmentation using Cascaded Anisotropic Convolutional Neural Networks
Guotai Wang
Wenqi Li
Sebastien Ourselin
Tom Vercauteren
80
483
0
01 Sep 2017
Performance Analysis of Open Source Machine Learning Frameworks for
  Various Parameters in Single-Threaded and Multi-Threaded Modes
Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes
Yuriy Kochura
S. Stirenko
Oleg Alienin
Michail Novotarskiy
Yuri G. Gordienko
VLM
66
25
0
29 Aug 2017
Neural Network-based Graph Embedding for Cross-Platform Binary Code
  Similarity Detection
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection
Xiaojun Xu
Chang-rui Liu
Qian Feng
Heng Yin
Le Song
Basel Alomair
GNN
113
591
0
22 Aug 2017
Sequence-to-Label Script Identification for Multilingual OCR
Sequence-to-Label Script Identification for Multilingual OCR
Yasuhisa Fujii
K. Driesen
Jonathan Baccash
Ash Hurst
Ashok Popat
64
38
0
15 Aug 2017
GlobeNet: Convolutional Neural Networks for Typhoon Eye Tracking from
  Remote Sensing Imagery
GlobeNet: Convolutional Neural Networks for Typhoon Eye Tracking from Remote Sensing Imagery
Seungkyun Hong
Seongchan Kim
M. Joh
Sa-kwang Song
72
36
0
11 Aug 2017
Classification without labels: Learning from mixed samples in high
  energy physics
Classification without labels: Learning from mixed samples in high energy physics
E. Metodiev
Benjamin Nachman
Jesse Thaler
CML
101
206
0
09 Aug 2017
TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level
  Machine Learning Frameworks
TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks
Heng-Tze Cheng
Zakaria Haque
Lichan Hong
M. Ispir
Clemens Mewald
...
Yuan Tang
Philipp Tucker
Martin Wicke
Cassandra Xia
Jianwei Xie
62
32
0
08 Aug 2017
PowerAI DDL
PowerAI DDL
Minsik Cho
Ulrich Finkler
Sameer Kumar
David S. Kung
Vaibhav Saxena
D. Sreedhar
AI4CE
60
47
0
07 Aug 2017
Long Short-Term Memory Kalman Filters:Recurrent Neural Estimators for
  Pose Regularization
Long Short-Term Memory Kalman Filters:Recurrent Neural Estimators for Pose Regularization
Huseyin Coskun
F. Achilles
R. DiPietro
Nassir Navab
Federico Tombari
85
166
0
06 Aug 2017
Streaming Architecture for Large-Scale Quantized Neural Networks on an
  FPGA-Based Dataflow Platform
Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform
Chaim Baskin
Natan Liss
Evgenii Zheltonozhskii
A. Bronstein
A. Mendelson
GNNMQ
121
35
0
31 Jul 2017
Owl: A General-Purpose Numerical Library in OCaml
Owl: A General-Purpose Numerical Library in OCaml
Liang Wang
53
22
0
30 Jul 2017
TensorLayer: A Versatile Library for Efficient Deep Learning Development
TensorLayer: A Versatile Library for Efficient Deep Learning Development
Hao Dong
A. Supratak
Kai Zou
Fangde Liu
A. Oehmichen
Simiao Yu
Yike Guo
149
115
0
26 Jul 2017
Analyzing First-Person Stories Based on Socializing, Eating and
  Sedentary Patterns
Analyzing First-Person Stories Based on Socializing, Eating and Sedentary Patterns
Pedro Herruzo
L. Portell
Alberto Soto
Beatriz Remeseiro
EgoV
54
7
0
25 Jul 2017
An Iterative BP-CNN Architecture for Channel Decoding
An Iterative BP-CNN Architecture for Channel Decoding
Fei Liang
Cong Shen
Feng Wu
79
240
0
18 Jul 2017
TAPAS: Two-pass Approximate Adaptive Sampling for Softmax
TAPAS: Two-pass Approximate Adaptive Sampling for Softmax
Yu Bai
S. Goldman
Li Zhang
TPM
60
15
0
10 Jul 2017
Trust-PCL: An Off-Policy Trust Region Method for Continuous Control
Trust-PCL: An Off-Policy Trust Region Method for Continuous Control
Ofir Nachum
Mohammad Norouzi
Kelvin Xu
Dale Schuurmans
91
107
0
06 Jul 2017
A Survey on Geographically Distributed Big-Data Processing using
  MapReduce
A Survey on Geographically Distributed Big-Data Processing using MapReduce
Shlomi Dolev
Patricia Florissi
E. Gudes
Shantanu Sharma
Ido Singer
AI4TSFedML
126
67
0
06 Jul 2017
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image
  Segmentation
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation
Guotai Wang
Maria A. Zuluaga
Wenqi Li
R. Pratt
P. Patel
...
T. Doel
A. David
Jan Deprest
Sebastien Ourselin
Tom Vercauteren
97
414
0
03 Jul 2017
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image
  Compressive Sensing
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing
Jian Zhang
Guohao Li
74
37
0
24 Jun 2017
Chemception: A Deep Neural Network with Minimal Chemistry Knowledge
  Matches the Performance of Expert-developed QSAR/QSPR Models
Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models
Garrett B. Goh
Charles Siegel
Abhinav Vishnu
Nathan Oken Hodas
Nathan Baker
103
158
0
20 Jun 2017
Recovering Dense Tissue Multispectral Signal from in vivo RGB Images
Recovering Dense Tissue Multispectral Signal from in vivo RGB Images
Jianyu Lin
N. Clancy
Daniel Elson
33
0
0
20 Jun 2017
Low Resolution Face Recognition Using a Two-Branch Deep Convolutional
  Neural Network Architecture
Low Resolution Face Recognition Using a Two-Branch Deep Convolutional Neural Network Architecture
E. Zangeneh
Mohammad Rahmati
Y. Mohsenzadeh
SupRCVBM
83
145
0
20 Jun 2017
Endoscopic Depth Measurement and Super-Spectral-Resolution Imaging
Endoscopic Depth Measurement and Super-Spectral-Resolution Imaging
Jianyu Lin
N. Clancy
Yang Hu
Ji Qi
T. Tatla
Danail Stoyanov
Lena Maier-Hein
Daniel Elson
84
15
0
19 Jun 2017
Device Placement Optimization with Reinforcement Learning
Device Placement Optimization with Reinforcement Learning
Azalia Mirhoseini
Hieu H. Pham
Quoc V. Le
Benoit Steiner
Rasmus Larsen
Yuefeng Zhou
Naveen Kumar
Mohammad Norouzi
Samy Bengio
J. Dean
93
445
0
13 Jun 2017
Poseidon: An Efficient Communication Architecture for Distributed Deep
  Learning on GPU Clusters
Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters
Huatian Zhang
Zeyu Zheng
Shizhen Xu
Wei-Ming Dai
Qirong Ho
Xiaodan Liang
Zhiting Hu
Jinliang Wei
P. Xie
Eric Xing
GNN
84
349
0
11 Jun 2017
Optimizing expected word error rate via sampling for speech recognition
Optimizing expected word error rate via sampling for speech recognition
Matt Shannon
100
56
0
08 Jun 2017
Comparative Analysis of Open Source Frameworks for Machine Learning with
  Use Case in Single-Threaded and Multi-Threaded Modes
Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes
Yuriy Kochura
S. Stirenko
A. Rojbi
Oleg Alienin
Michail Novotarskiy
Yuri G. Gordienko
VLM
49
28
0
07 Jun 2017
Contextual Explanation Networks
Contextual Explanation Networks
Maruan Al-Shedivat
Kumar Avinava Dubey
Eric Xing
CML
112
83
0
29 May 2017
Deep Learning for Spatio-Temporal Modeling: Dynamic Traffic Flows and
  High Frequency Trading
Deep Learning for Spatio-Temporal Modeling: Dynamic Traffic Flows and High Frequency Trading
M. Dixon
Nicholas G. Polson
Vadim Sokolov
AI4TS
91
67
0
27 May 2017
Ridiculously Fast Shot Boundary Detection with Fully Convolutional
  Neural Networks
Ridiculously Fast Shot Boundary Detection with Fully Convolutional Neural Networks
Michael Gygli
65
76
0
23 May 2017
DeepXplore: Automated Whitebox Testing of Deep Learning Systems
DeepXplore: Automated Whitebox Testing of Deep Learning Systems
Kexin Pei
Yinzhi Cao
Junfeng Yang
Suman Jana
AAML
142
1,376
0
18 May 2017
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