Title
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Attentive Sequence to Sequence Translation for Localizing Clips of Interest by Natural Language Descriptions Ke Ning Linchao Zhu Ming Cai Yi Yang Di Xie Leilei Gan 30 2 0 27 Aug 2018
Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant D. Loroch Franz-Josef Pfreundt Norbert Wehn J. Keuper 46 5 0 27 Aug 2018
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Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions Jiahui Qiu Qi Wang Yangming Zhou Tong Ruan Ju Gao MedIm 60 32 0 27 Aug 2018
Semi-Autoregressive Neural Machine Translation Chunqi Wang Ji Zhang Haiqing Chen 85 89 0 26 Aug 2018
Data Motifs: A Lens Towards Fully Understanding Big Data and AI Workloads Wanling Gao Jianfeng Zhan Lei Wang Chunjie Luo Daoyi Zheng ... Chen Zheng Xu Wen Qiang Yang Haibin Wang Rui Ren 36 35 0 26 Aug 2018
Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud V. Gadepally J. Kepner Lauren Milechin William Arcand David Bestor ... Andrew Prout Antonio Rosa Charles Yee S. Samsi Albert Reuther 38 20 0 25 Aug 2018
LIFT: Reinforcement Learning in Computer Systems by Learning From Demonstrations Michael Schaarschmidt A. Kuhnle Ben Ellis Kai Fricke Felix Gessert Eiko Yoneki OffRL 55 41 0 23 Aug 2018
Deep Association Learning for Unsupervised Video Person Re-identification Yanbei Chen Xiatian Zhu S. Gong 130 84 0 22 Aug 2018
DeepCorr: Strong Flow Correlation Attacks on Tor Using Deep Learning Milad Nasr Alireza Bahramali Amir Houmansadr AAML 80 155 0 22 Aug 2018
Are You Tampering With My Data? Michele Alberti Vinaychandran Pondenkandath Marcel Würsch Manuel Bouillon Mathias Seuret Rolf Ingold Marcus Liwicki AAML 112 19 0 21 Aug 2018
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension Liang Wang Sujian Li Wei Zhao Kewei Shen Meng Sun Ruoyu Jia Jingming Liu 58 7 0 20 Aug 2018
Toward domain-invariant speech recognition via large scale training A. Narayanan Ananya Misra K. Sim Golan Pundak Anshuman Tripathi Mohamed G. Elfeky Parisa Haghani Trevor Strohman M. Bacchiani VLM 62 110 0 16 Aug 2018
Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction M. Z. Khan Sakib Chowdhury M. Chowdhury Kakan C. Dey AI4TS 37 42 0 15 Aug 2018
Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures Mengjia Yan Christopher W. Fletcher Josep Torrellas MIACV FedML 88 251 0 14 Aug 2018
CosmoFlow: Using Deep Learning to Learn the Universe at Scale Amrita Mathuriya Deborah Bard P. Mendygral Lawrence Meadows James A. Arnemann ... Nalini Kumar S. Ho Michael F. Ringenburg P. Prabhat Victor W. Lee AI4CE 96 126 0 14 Aug 2018
DeepNeuro: an open-source deep learning toolbox for neuroimaging Andrew Beers James M. Brown Ken Chang K. Hoebel Elizabeth R Gerstner Bruce Rosen Jayashree Kalpathy-Cramer MedIm 53 39 0 14 Aug 2018
Multimodal Deep Neural Networks using Both Engineered and Learned Representations for Biodegradability Prediction Garrett B. Goh Khushmeen Sakloth Charles Siegel Abhinav Vishnu J. Pfaendtner HAI 47 11 0 13 Aug 2018
iNNvestigate neural networks! Maximilian Alber Sebastian Lapuschkin P. Seegerer Miriam Hagele Kristof T. Schütt G. Montavon Wojciech Samek K. Müller Sven Dähne Pieter-Jan Kindermans 79 349 0 13 Aug 2018
SAGNet:Structure-aware Generative Network for 3D-Shape Modeling Zhijie Wu Xiang Wang Di Lin Dani Lischinski Daniel Cohen-Or Hui Huang 3DPC 64 49 0 12 Aug 2018
Text Classification using Capsules Jaeyoung Kim Sion Jang Sungchul Choi Eunjeong Lucy Park 68 162 0 12 Aug 2018
A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images Pascal Sturmfels S. Rutherford Mike Angstadt Mark Peterson Chandra S. Sripada Jenna Wiens MedIm 52 23 0 11 Aug 2018
Automatically designing CNN architectures using genetic algorithm for image classification Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen 3DV 90 615 0 11 Aug 2018
Deep Learning for Single Image Super-Resolution: A Brief Review Wenming Yang Xuechen Zhang Yapeng Tian Wei Wang Jing-Hao Xue 69 909 0 09 Aug 2018
Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs F. Zuo Xiaopeng Li Patrick Young Lannan Luo Qiang Zeng Zhexin Zhang 95 232 0 08 Aug 2018
Characterizing Co-located Datacenter Workloads: An Alibaba Case Study Yue Cheng Zheng Chai Ali Anwar 58 76 0 08 Aug 2018
Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks Soojeong Kim Gyeong-In Yu Hojin Park Sungwoo Cho Eunji Jeong Hyeonmin Ha Sanha Lee Joo Seong Jeong Byung-Gon Chun 67 75 0 08 Aug 2018
Dynamic Temporal Pyramid Network: A Closer Look at Multi-Scale Modeling for Activity Detection Da Zhang Xiyang Dai Yuan-fang Wang 87 41 0 07 Aug 2018
Learning to Share and Hide Intentions using Information Regularization D. Strouse Max Kleiman-Weiner J. Tenenbaum M. Botvinick D. Schwab 76 60 0 06 Aug 2018
Self-Attention Recurrent Network for Saliency Detection Fengdong Sun Wenhui Li Yuanyuan Guan 47 15 0 05 Aug 2018
Deep convolutional recurrent autoencoders for learning low-dimensional feature dynamics of fluid systems F. J. Gonzalez Maciej Balajewicz AI4CE 152 140 0 03 Aug 2018
The Lyapunov Neural Network: Adaptive Stability Certification for Safe Learning of Dynamical Systems Spencer M. Richards Felix Berkenkamp Andreas Krause 84 229 0 02 Aug 2018
Matrix optimization on universal unitary photonic devices Sunil Pai Ben Bartlett O. Solgaard D. Miller 75 109 0 02 Aug 2018
Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks Yasar Sinan Nasir Dongning Guo 88 470 0 01 Aug 2018
Multi-modal Cycle-consistent Generalized Zero-Shot Learning Rafael Felix B. V. Kumar Ian Reid G. Carneiro GAN 112 353 0 01 Aug 2018
FMCode: A 3D In-the-Air Finger Motion Based User Login Framework for Gesture Interface Duo Lu Dijiang Huang 22 5 0 01 Aug 2018
Security and Privacy Issues in Deep Learning Ho Bae Jaehee Jang Dahuin Jung Hyemi Jang Heonseok Ha Hyungyu Lee Sungroh Yoon SILM MIACV 147 79 0 31 Jul 2018
Deep Graph Laplacian Regularization for Robust Denoising of Real Images Jin Zeng Jiahao Pang Wenxiu Sun Gene Cheung 75 34 0 31 Jul 2018
Faster Convergence & Generalization in DNNs Gaurav Singh John Shawe-Taylor AI4CE ODL 39 1 0 30 Jul 2018
Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes Xianyan Jia Shutao Song W. He Yangzihao Wang Haidong Rong ... Li Yu Tiegang Chen Guangxiao Hu Shaoshuai Shi Xiaowen Chu 112 385 0 30 Jul 2018
A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security M. Al-garadi Amr M. Mohamed A. Al-Ali Xiaojiang Du Mohsen Guizani 98 834 0 29 Jul 2018
Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data Yabin Zhang Hui Tang Kui Jia 111 95 0 28 Jul 2018
Towards Optimal Power Control via Ensembling Deep Neural Networks Fei Liang Cong Shen Wei Yu Feng Wu 74 228 0 26 Jul 2018
PADME: A Deep Learning-based Framework for Drug-Target Interaction Prediction Qingyuan Feng Evgenia V. Dueva Artem Cherkasov Martin Ester 58 87 0 25 Jul 2018
Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series Axel Brando Jose A. Rodríguez-Serrano M. Ciprian Roberto Maestre Jordi Vitrià 47 18 0 24 Jul 2018
Supporting Very Large Models using Automatic Dataflow Graph Partitioning Minjie Wang Chien-chin Huang Jinyang Li 120 155 0 24 Jul 2018
Skin Lesion Analysis Towards Melanoma Detection via End-to-end Deep Learning of Convolutional Neural Networks Katherine M. Li Evelyn C. Li MedIm 57 24 0 22 Jul 2018
Correlation Net: Spatiotemporal multimodal deep learning for action recognition N. Yudistira Takio Kurita 111 21 0 22 Jul 2018