Title
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 42 901 0 19 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 42 276 0 13 Nov 2017
Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning D. Martinez Ognjen Rudovic Rosalind W. Picard 32 23 0 10 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 P. Xing BDL 38 10 0 04 Nov 2017
Structured Generative Adversarial Networks Zhijie Deng Huan Zhang Xiaodan Liang Luona Yang Shizhen Xu Jun Zhu Eric P. Xing GAN 31 53 0 02 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 16 213 0 01 Nov 2017
Improving Deep Learning by Inverse Square Root Linear Units (ISRLUs) B. Carlile G. Delamarter Paul Kinney Akiko Marti Brian Whitney 32 42 0 27 Oct 2017
HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges M. Netto R. Calheiros Eduardo Rodrigues R. L. F. Cunha Rajkumar Buyya 63 72 0 24 Oct 2017
A Comparative Taxonomy and Survey of Public Cloud Infrastructure Vendors Dimitrios Sikeridis I. Papapanagiotou B. Rimal M. Devetsikiotis 16 26 0 04 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 33 29 0 29 Sep 2017
MR Acquisition-Invariant Representation Learning Wouter M. Kouw Marco Loog L. Bartels A. Mendrik OOD 24 11 0 22 Sep 2017
Neural Optimizer Search with Reinforcement Learning Irwan Bello Barret Zoph Vijay Vasudevan Quoc V. Le ODL 29 383 0 21 Sep 2017
"Having 2 hours to write a paper is fun!": Detecting Sarcasm in Numerical Portions of Text Lakshya Kumar Arpan Somani P. Bhattacharyya 19 16 0 06 Sep 2017
Non-rigid image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan 24 94 0 04 Sep 2017
PassGAN: A Deep Learning Approach for Password Guessing Briland Hitaj Paolo Gasti G. Ateniese Fernando Perez-Cruz GAN 30 246 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 28 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 D. Song GNN 11 574 0 22 Aug 2017
Sequence-to-Label Script Identification for Multilingual OCR Yasuhisa Fujii K. Driesen Jonathan Baccash Ash Hurst Ashok Popat 14 37 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 36 36 0 11 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 21 32 0 08 Aug 2017
Long Short-Term Memory Kalman Filters:Recurrent Neural Estimators for Pose Regularization Huseyin Coskun F. Achilles R. DiPietro Nassir Navab Federico Tombari 30 162 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 36 35 0 31 Jul 2017
Owl: A General-Purpose Numerical Library in OCaml Liang Wang 18 22 0 30 Jul 2017
An Iterative BP-CNN Architecture for Channel Decoding Fei Liang Cong Shen Feng Wu 29 236 0 18 Jul 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 27 14 0 19 Jun 2017
A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervised coarse segmentation Xiangrui Zeng M. R. Leung T. Zeev-Ben-Mordehai Min Xu 14 46 0 15 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 27 436 0 13 Jun 2017
Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters Huan Zhang Zeyu Zheng Shizhen Xu Wei-Ming Dai Qirong Ho Xiaodan Liang Zhiting Hu Jinliang Wei P. Xie Eric P. Xing GNN 33 343 0 11 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 19 28 0 07 Jun 2017
Contextual Explanation Networks Maruan Al-Shedivat Kumar Avinava Dubey Eric P. Xing CML 35 82 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 30 67 0 27 May 2017
Ridiculously Fast Shot Boundary Detection with Fully Convolutional Neural Networks Michael Gygli 6 76 0 23 May 2017
DeepXplore: Automated Whitebox Testing of Deep Learning Systems Kexin Pei Yinzhi Cao Junfeng Yang Suman Jana AAML 48 1,352 0 18 May 2017
A Deep Learning Perspective on the Origin of Facial Expressions R. Breuer Ron Kimmel HAI 29 100 0 04 May 2017
Execution Templates: Caching Control Plane Decisions for Strong Scaling of Data Analytics Omid Mashayekhi Hang Qu Chinmayee Shah P. Levis 16 25 0 04 May 2017
Efficient Natural Language Response Suggestion for Smart Reply Matthew Henderson Rami Al-Rfou B. Strope Yun-hsuan Sung László Lukács Ruiqi Guo Sanjiv Kumar Balint Miklos R. Kurzweil 19 422 0 01 May 2017
Affect-LM: A Neural Language Model for Customizable Affective Text Generation Sayan Ghosh Mathieu Chollet Eugene Laksana Louis-Philippe Morency Stefan Scherer KELM CVBM 16 190 0 22 Apr 2017
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis Rui Huang Shu Zhang Tianyu Li Ran He GAN CVBM 35 626 0 13 Apr 2017
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF Yan Shao Christian Hardmeier Jörg Tiedemann Joakim Nivre 35 106 0 05 Apr 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 27 255 0 03 Apr 2017
Flare: Native Compilation for Heterogeneous Workloads in Apache Spark Grégory M. Essertel Ruby Y. Tahboub James M. Decker Kevin J. Brown K. Olukotun Tiark Rompf 16 13 0 23 Mar 2017
An End-to-End Approach to Natural Language Object Retrieval via Context-Aware Deep Reinforcement Learning Fan Wu Zhongwen Xu Yi Yang ObjD 34 11 0 22 Mar 2017
Zero-Shot Learning by Generating Pseudo Feature Representations Jiang Lu Jin Li Ziang Yan Changshui Zhang VLM 17 24 0 19 Mar 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 11 4,638 0 15 Mar 2017
Joint Learning of Correlated Sequence Labelling Tasks Using Bidirectional Recurrent Neural Networks Vardaan Pahuja Anirban Laha Shachar Mirkin V. Raykar Lili Kotlerman Guy Lev 20 33 0 14 Mar 2017
Real-Time Machine Learning: The Missing Pieces Robert Nishihara Philipp Moritz Stephanie Wang Alexey Tumanov William Paul Johann Schleier-Smith Richard Liaw Mehrdad Niknami Michael I. Jordan Ion Stoica OffRL 19 64 0 11 Mar 2017
Massive Exploration of Neural Machine Translation Architectures D. Britz Anna Goldie Minh-Thang Luong Quoc V. Le 29 516 0 11 Mar 2017
Byzantine-Tolerant Machine Learning Peva Blanchard El-Mahdi El-Mhamdi R. Guerraoui J. Stainer OOD FedML 24 70 0 08 Mar 2017
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning Marc Aubreville C. Knipfer N. Oetter Christian Jaremenko E. Rodner Joachim Denzler C. Bohr H. Neumann Florian Stelzle Andreas Maier 19 231 0 05 Mar 2017
The Statistical Recurrent Unit Junier B. Oliva Barnabás Póczós J. Schneider 18 50 0 01 Mar 2017