Title
Hybrid Data-Model Parallel Training for Sequence-to-Sequence Recurrent Neural Network Machine Translation Junya Ono Masao Utiyama Eiichiro Sumita AIMat AI4CE 38 7 0 02 Sep 2019
Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions Guha Balakrishnan Adrian Dalca Amy Zhao John Guttag F. Durand William T. Freeman 50 9 0 01 Sep 2019
Cross-Lingual Machine Reading Comprehension Yiming Cui Wanxiang Che Ting Liu Bing Qin Shijin Wang Guoping Hu 68 48 0 01 Sep 2019
A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis Yunlong Liang Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 78 44 0 01 Sep 2019
Scalable Reinforcement-Learning-Based Neural Architecture Search for Cancer Deep Learning Research Prasanna Balaprakash Romain Egele Misha Salim Stefan M. Wild V. Vishwanath Fangfang Xia Thomas Brettin Rick L. Stevens 68 54 0 01 Sep 2019
Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark Ke Li G. Wan Gong Cheng L. Meng Junwei Han 90 1,487 0 31 Aug 2019
Adversarial Training Methods for Network Embedding Quanyu Dai X. Shen Liang Zhang Qiang Li Dan Wang GAN 79 105 0 30 Aug 2019
Predicting Consumer Default: A Deep Learning Approach Stefania Albanesi Domonkos F. Vamossy FaML 48 60 0 30 Aug 2019
SGX-LKL: Securing the Host OS Interface for Trusted Execution Christian Priebe D. Muthukumaran Joshua Lind Huanzhou Zhu Shujie Cui V. Sartakov Peter R. Pietzuch 65 114 0 29 Aug 2019
DeepCopy: Grounded Response Generation with Hierarchical Pointer Networks Semih Yavuz Abhinav Rastogi Guan-Lin Chao Dilek Z. Hakkani-Tür 80 80 0 28 Aug 2019
Multi-Channel Deep Networks for Block-Based Image Compressive Sensing Siwang Zhou Yan He Yonghe Liu Chengqing Li Jianming Zhang 105 115 0 28 Aug 2019
CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation Gang Xu Zhigang Song Zhuo Sun Calvin Ku Zhe Yang Cancheng Liu Shuhao Wang Jianpeng Ma Wenyuan Xu MedIm 106 145 0 28 Aug 2019
Heterogeneous Domain Adaptation via Soft Transfer Network Yuan Yao Yu Zhang Xutao Li Yunming Ye 101 64 0 28 Aug 2019
Self-Supervised Representation Learning via Neighborhood-Relational Encoding Mohammad Sabokrou Mohammad Khalooei Ehsan Adeli SSL 135 36 0 27 Aug 2019
An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications E. Samaniego C. Anitescu S. Goswami Vien Minh Nguyen-Thanh Hongwei Guo Khader M. Hamdia Timon Rabczuk X. Zhuang PINN AI4CE 253 1,416 0 27 Aug 2019
Finite size corrections for neural network Gaussian processes J. Antognini BDL 81 31 0 27 Aug 2019
Attention-based Dropout Layer for Weakly Supervised Object Localization Junsuk Choe Hyunjung Shim WSOL 147 368 0 27 Aug 2019
OpenSpiel: A Framework for Reinforcement Learning in Games Marc Lanctot Edward Lockhart Jean-Baptiste Lespiau V. Zambaldi Satyaki Upadhyay ... Julian Schrittwieser Thomas W. Anthony Edward Hughes Ivo Danihelka Jonah Ryan-Davis OffRL 139 254 0 26 Aug 2019
Deep Closed-Form Subspace Clustering Junghoon Seo Jamyoung Koo Taegyun Jeon 56 11 0 26 Aug 2019
Towards Unconstrained End-to-End Text Spotting Siyang Qin Alessandro Bissacco Michalis Raptis Yasuhisa Fujii Y. Xiao 79 130 0 24 Aug 2019
Scalable Modeling of Spatiotemporal Data using the Variational Autoencoder: an Application in Glaucoma S. Berchuck Felipe A. Medeiros S. Mukherjee BDL 52 3 0 24 Aug 2019
Efficient Learning on Point Clouds with Basis Point Sets Sergey Prokudin Christoph Lassner Javier Romero 3DPC 69 120 0 24 Aug 2019
Learning Filter Basis for Convolutional Neural Network Compression Yawei Li Shuhang Gu Luc Van Gool Radu Timofte SupR 72 99 0 23 Aug 2019
Mish: A Self Regularized Non-Monotonic Activation Function Diganta Misra 147 681 0 23 Aug 2019
Decentralized Federated Learning: A Segmented Gossip Approach Chenghao Hu Jingyan Jiang Zhi Wang FedML 71 188 0 21 Aug 2019
Improved Cardinality Estimation by Learning Queries Containment Rates Rojeh Hayek O. Shmueli 62 19 0 21 Aug 2019
Boundless: Generative Adversarial Networks for Image Extension Piotr Teterwak Aaron Sarna Dilip Krishnan Aaron Maschinot David Belanger Ce Liu William T. Freeman GAN 87 111 0 19 Aug 2019
EigenRank by Committee: A Data Subset Selection and Failure Prediction paradigm for Robust Deep Learning based Medical Image Segmentation Bilwaj Gaonkar Joel Beckett Mark Attiah Christine Ahn Matthew Edwards ... Azim Laiwalla Banafsheh Salehi Bryan Yoo Alex A. T. Bui Luke Macyszyn 29 0 0 17 Aug 2019
Rotation Invariant Convolutions for 3D Point Clouds Deep Learning Zhiyuan Zhang Binh-Son Hua D. Rosen Sai-Kit Yeung 3DPC 67 169 0 17 Aug 2019
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 90 350 0 17 Aug 2019
Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots Jia-Chen Gu Zhenhua Ling Xiao-Dan Zhu Quan Liu 59 50 0 16 Aug 2019
Learning Sub-Sampling and Signal Recovery with Applications in Ultrasound Imaging Iris A. M. Huijben Bastiaan S. Veeling K. Janse M. Mischi Ruud J. G. van Sloun 58 52 0 15 Aug 2019
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object Xue Yang Junchi Yan Qingqing Liu Ang Li ObjD 139 898 0 15 Aug 2019
Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks Ruihao Gong Xianglong Liu Shenghu Jiang Tian-Hao Li Peng Hu Jiazhen Lin F. Yu Junjie Yan MQ 105 460 0 14 Aug 2019
Benchmarking the Robustness of Semantic Segmentation Models Christoph Kamann Carsten Rother VLM UQCV 84 164 0 14 Aug 2019
An Effective Domain Adaptive Post-Training Method for BERT in Response Selection Taesun Whang Dongyub Lee Chanhee Lee Kisu Yang Dongsuk Oh Heuiseok Lim 78 26 0 13 Aug 2019
Exploiting Parallelism Opportunities with Deep Learning Frameworks Y. Wang Carole-Jean Wu Xiaodong Wang K. Hazelwood David Brooks 66 30 0 13 Aug 2019
nGraph-HE2: A High-Throughput Framework for Neural Network Inference on Encrypted Data Fabian Boemer Anamaria Costache Rosario Cammarota Casimir Wierzynski GNN 147 173 0 12 Aug 2019
ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks Xiaohan Ding Yuchen Guo Guiguang Ding Jiawei Han 92 680 0 11 Aug 2019
Emotion Dependent Facial Animation from Affective Speech Rizwan Sadiq Sasan Asadiabadi E. Erzin CVBM 23 0 0 11 Aug 2019
DeepAISE -- An End-to-End Development and Deployment of a Recurrent Neural Survival Model for Early Prediction of Sepsis S. Shashikumar C. Josef Ashish Sharma S. Nemati 17 10 0 10 Aug 2019
Natural-Logarithm-Rectified Activation Function in Convolutional Neural Networks Yang Liu Jianpeng Zhang Chao Gao Jinghua Qu Lixin Ji FAtt 63 23 0 10 Aug 2019
Distance Map Loss Penalty Term for Semantic Segmentation Francesco Calivá C. Iriondo A. M. Martinez S. Majumdar V. Pedoia MedIm 79 79 0 10 Aug 2019
Star-convex Polyhedra for 3D Object Detection and Segmentation in Microscopy Martin Weigert Uwe Schmidt Robert Haase Ko Sugawara E. Myers 97 371 0 09 Aug 2019
Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics D. Lunga Jonathan Gerrand Lexie Yang Chris Layton R. Stewart 61 34 0 08 Aug 2019
Uncheatable Machine Learning Inference Mustafa Canim A. Kundu Josh Payne 40 1 0 08 Aug 2019
Local Differential Privacy for Deep Learning Pathum Chamikara Mahawaga Arachchige P. Bertók I. Khalil Dongxi Liu S. Çamtepe Mohammed Atiquzzaman 110 225 0 08 Aug 2019
Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes Paul Fergus C. Chalmers C. C. Montañez Denis Reilly Paulo J. G. Lisboa B. Pineles 17 33 0 06 Aug 2019
Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Tianchi Huang Chao Zhou Ruixiao Zhang Chenglei Wu Xin Yao Lifeng Sun 60 96 0 06 Aug 2019
Point Cloud Super Resolution with Adversarial Residual Graph Networks Huikai Wu Junge Zhang Kaiqi Huang 3DPC 77 47 0 06 Aug 2019