Title
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Can Who-Edits-What Predict Edit Survival? Ali Batuhan Yardim Victor Kristof Lucas Maystre Matthias Grossglauser KELM 36 5 0 12 Jan 2018
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MXNET-MPI: Embedding MPI parallelism in Parameter Server Task Model for scaling Deep Learning Amith R. Mamidala Georgios Kollias C. Ward F. Artico 78 20 0 11 Jan 2018
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Greenhouse: A Zero-Positive Machine Learning System for Time-Series Anomaly Detection T. Lee Justin Emile Gottschlich Nesime Tatbul Eric Metcalf S. Zdonik AI4CE 68 37 0 09 Jan 2018
A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines D. Charte F. Charte S. García M. J. D. Jesus Francisco Herrera 82 258 0 04 Jan 2018
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Online Job Scheduling in Distributed Machine Learning Clusters Yixin Bao Size Zheng Chuan Wu Zongpeng Li 71 111 0 03 Jan 2018
Large-Scale 3D Scene Classification With Multi-View Volumetric CNN Dror Aiger Brett Allen Aleksey Golovinskiy 3DV 26 5 0 26 Dec 2017
Differential geometry and stochastic dynamics with deep learning numerics Line Kühnel Alexis Arnaudon Stefan Sommer AI4CE 54 25 0 22 Dec 2017
Learning and Transferring IDs Representation in E-commerce Kui Zhao Yuechuan Li Zhaoqian Shuai Cheng Yang 41 2 0 22 Dec 2017
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 235 1,804 0 18 Dec 2017
Automated flow for compressing convolution neural networks for efficient edge-computation with FPGA F. Shafiq Takato Yamada Antonio T. Vilchez Sakyasingha Dasgupta MQ 44 3 0 18 Dec 2017
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning Y. Yoon Shujaat Khan Jaeyoung Huh J. C. Ye 135 116 0 17 Dec 2017
Ray: A Distributed Framework for Emerging AI Applications Philipp Moritz Robert Nishihara Stephanie Wang Alexey Tumanov Richard Liaw ... Melih Elibol Zongheng Yang William Paul Michael I. Jordan Ion Stoica GNN 166 1,270 0 16 Dec 2017
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning Xinyun Chen Chang-rui Liu Yue Liu Kimberly Lu Basel Alomair AAML SILM 157 1,871 0 15 Dec 2017
Monotonic Chunkwise Attention Chung-Cheng Chiu Colin Raffel 98 256 0 14 Dec 2017
Quasi-Oracle Estimation of Heterogeneous Treatment Effects Xinkun Nie Stefan Wager CML 233 658 0 13 Dec 2017
Creating New Language and Voice Components for the Updated MaryTTS Text-to-Speech Synthesis Platform I. Steiner Sébastien Le Maguer 88 22 0 13 Dec 2017
DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics Han Wang Linfeng Zhang Jiequn Han E. Weinan AI4CE 92 1,274 0 11 Dec 2017
Reinforced dynamics for enhanced sampling in large atomic and molecular systems Linfeng Zhang Han Wang E. Weinan AI4CE 62 73 0 10 Dec 2017
Using Rule-Based Labels for Weak Supervised Learning: A ChemNet for Transferable Chemical Property Prediction Garrett B. Goh Charles Siegel Abhinav Vishnu Nathan Oken Hodas 65 93 0 07 Dec 2017
A Secure Mobile Authentication Alternative to Biometrics Mozhgan Azimpourkivi Umut Topkara Bogdan Carbunar 40 13 0 07 Dec 2017
Pose-Normalized Image Generation for Person Re-identification Xuelin Qian Yanwei Fu Tao Xiang Wenxuan Wang Jie Qiu Yang Wu Yu-Gang Jiang Xiangyang Xue GAN 118 443 0 06 Dec 2017
SMILES2Vec: An Interpretable General-Purpose Deep Neural Network for Predicting Chemical Properties Garrett B. Goh Nathan Oken Hodas Charles Siegel Abhinav Vishnu 69 144 0 06 Dec 2017
Automated Pruning for Deep Neural Network Compression Franco Manessi A. Rozza Simone Bianco Paolo Napoletano Raimondo Schettini 87 57 0 05 Dec 2017
The Case for Learned Index Structures Tim Kraska Alex Beutel Ed H. Chi J. Dean N. Polyzotis 120 1,047 0 04 Dec 2017
AttGAN: Facial Attribute Editing by Only Changing What You Want Zhenliang He W. Zuo Meina Kan Shiguang Shan Xilin Chen GAN CVBM 97 706 0 29 Nov 2017
PSIque: Next Sequence Prediction of Satellite Images using a Convolutional Sequence-to-Sequence Network Seungkyun Hong Seongchan Kim M. Joh Sa-kwang Song 79 24 0 29 Nov 2017
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 127 1,035 0 28 Nov 2017
Code Completion with Neural Attention and Pointer Networks Jian Li Yue Wang Michael R. Lyu Irwin King 100 236 0 27 Nov 2017
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Guoliang Kang Yezhou Yang Jianbin Jiao 155 903 0 19 Nov 2017
Ubenwa: Cry-based Diagnosis of Birth Asphyxia Charles C. Onu Innocent Udeogu Eyenimi Ndiomu Urbain Kengni Doina Precup G. Sant’Anna E. Alikor P. Opara 68 27 0 17 Nov 2017
Natural Language Guided Visual Relationship Detection Wentong Liao Shuai Lin Bodo Rosenhahn M. Yang 92 63 0 16 Nov 2017
"Found in Translation": Predicting Outcomes of Complex Organic Chemistry Reactions using Neural Sequence-to-Sequence Models P. Schwaller T. Gaudin D. Lanyi C. Bekas Teodoro Laino 90 282 0 13 Nov 2017
Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning D. Martinez Ognjen Rudovic Rosalind W. Picard 44 23 0 10 Nov 2017
Stochastic Cubic Regularization for Fast Nonconvex Optimization Nilesh Tripuraneni Mitchell Stern Chi Jin Jeffrey Regier Michael I. Jordan 77 174 0 08 Nov 2017
Single Image Super-Resolution Using Lightweight CNN with Maxout Units Jae-Seok Choi Munchurl Kim SupR 57 2 0 07 Nov 2017
The TensorFlow Partitioning and Scheduling Problem: It's the Critical Path! R. Mayer C. Mayer Larissa Laich 54 47 0 06 Nov 2017
Predicting Discharge Medications at Admission Time Based on Deep Learning Yu’an Yang P. Xie Xin Gao C. Cheng Yuan Li Hongbao Zhang Eric Xing BDL 100 10 0 04 Nov 2017
Ω-Net (Omega-Net): Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks D. Vigneault Weidi Xie Carolyn Y. Ho D. Bluemke J. A. Noble 68 12 0 03 Nov 2017
Dual Language Models for Code Switched Speech Recognition Saurabh Garg Tanmay Parekh Preethi Jyothi 74 16 0 03 Nov 2017
Structured Generative Adversarial Networks Zhijie Deng Huatian Zhang Xiaodan Liang Luona Yang Shizhen Xu Jun Zhu Eric Xing GAN 70 53 0 02 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 126 214 0 01 Nov 2017
Performance Evaluation of Channel Decoding With Deep Neural Networks Wei Lyu Zhaoyang Zhang Chunxu Jiao Kangjian Qin Huazi Zhang 72 71 0 01 Nov 2017
PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes Yu Xiang Tanner Schmidt V. Narayanan Dieter Fox 3DPC 211 1,967 0 01 Nov 2017
ChainerMN: Scalable Distributed Deep Learning Framework Takuya Akiba Keisuke Fukuda Shuji Suzuki AI4CE BDL GNN 65 60 0 31 Oct 2017
Stochastic Variational Video Prediction Mohammad Babaeizadeh Chelsea Finn D. Erhan R. Campbell Sergey Levine DRL VGen 101 543 0 30 Oct 2017
Improving Deep Learning by Inverse Square Root Linear Units (ISRLUs) B. Carlile G. Delamarter Paul Kinney Akiko Marti Brian Whitney 70 42 0 27 Oct 2017