Title
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 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? 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 Dimitrios Sikeridis I. Papapanagiotou B. Rimal M. Devetsikiotis 28 26 0 04 Oct 2017
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 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 Francis Grégoire Philippe Langlais 39 20 0 28 Sep 2017
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 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 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 Shaon Ghosh Per Ola Kristensson HAI 49 69 0 19 Sep 2017
AI Programmer: Autonomously Creating Software Programs Using Genetic Algorithms Kory Becker Justin Emile Gottschlich 42 29 0 17 Sep 2017
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 Shereen Oraby Vrindavan Harrison Amita Misra E. Riloff M. Walker 49 25 0 15 Sep 2017
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 Yan Shao 55 7 0 12 Sep 2017
"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 Hongming Li Yong-Xian Fan 64 94 0 04 Sep 2017
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 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 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 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 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 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 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 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 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 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 Chaim Baskin Natan Liss Evgenii Zheltonozhskii A. Bronstein A. Mendelson GNN MQ 121 35 0 31 Jul 2017
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 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 Pedro Herruzo L. Portell Alberto Soto Beatriz Remeseiro EgoV 54 7 0 25 Jul 2017
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 Yu Bai S. Goldman Li Zhang TPM 60 15 0 10 Jul 2017
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 Shlomi Dolev Patricia Florissi E. Gudes Shantanu Sharma Ido Singer AI4TS FedML 126 67 0 06 Jul 2017
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 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 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 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 E. Zangeneh Mohammad Rahmati Y. Mohsenzadeh SupR CVBM 83 145 0 20 Jun 2017
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 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 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 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 Yuriy Kochura S. Stirenko A. Rojbi Oleg Alienin Michail Novotarskiy Yuri G. Gordienko VLM 49 28 0 07 Jun 2017
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 M. Dixon Nicholas G. Polson Vadim Sokolov AI4TS 91 67 0 27 May 2017
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 Kexin Pei Yinzhi Cao Junfeng Yang Suman Jana AAML 142 1,376 0 18 May 2017