Title
Chief complaint classification with recurrent neural networks Scott H. Lee Drew Levin Patrick D. Finley C. Heilig 24 30 0 19 May 2018
Minimum Margin Loss for Deep Face Recognition Xin Wei Hui Wang B. Scotney Huan Wan CVBM 49 42 0 17 May 2018
Optimization of Transfer Learning for Sign Language Recognition Targeting Mobile Platform Dhruv Rathi 11 15 0 17 May 2018
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification Huy P Phan Fernando Andreotti Navin Cooray Oliver Y. Chén M. D. Vos 55 339 0 16 May 2018
MOABB: Trustworthy algorithm benchmarking for BCIs V. Jayaram A. Barachant 11 173 0 16 May 2018
Lightweight Pyramid Networks for Image Deraining Xueyang Fu Borong Liang Yue Huang Xinghao Ding John Paisley 23 323 0 16 May 2018
Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data Alison Q. OÑeil Antanas Kascenas Josep Henry D. Wyeth M. Shepherd ... L. Clunie Carrie Sansom Evelina Seduikyte K. Muir Ian Poole 27 40 0 14 May 2018
Unifying and Merging Well-trained Deep Neural Networks for Inference Stage Yi-Min Chou Yi-Ming Chan Jia-Hong Lee Chih-Yi Chiu Chu-Song Chen MoMe 35 34 0 14 May 2018
Building Near-Real-Time Processing Pipelines with the Spark-MPI Platform N. Malitsky Aashish Chaudhary S. Jourdain Matt Cowan P. O’leary M. Hanwell K. K. Dam 24 11 0 13 May 2018
Exploring object-centric and scene-centric CNN features and their complementarity for human rights violations recognition in images Grigorios Kalliatakis Shoaib Ehsan A. Leonardis Klaus McDonald-Maier 31 13 0 12 May 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 40 381 0 11 May 2018
A volumetric deep Convolutional Neural Network for simulation of mock dark matter halo catalogues P. Berger G. Stein 30 38 0 11 May 2018
Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes T. P. Le Ngo Anh Vien Abu Layek TaeChoong Chung 25 51 0 11 May 2018
State Gradients for RNN Memory Analysis Lyan Verwimp Hugo Van hamme Vincent Renkens P. Wambacq 18 6 0 11 May 2018
Learning to Grasp Without Seeing Adithyavairavan Murali Yin Li Dhiraj Gandhi Abhinav Gupta SSL 35 62 0 10 May 2018
A comparable study of modeling units for end-to-end Mandarin speech recognition Wei Zou Dongwei Jiang Shuaijiang Zhao Xiangang Li 35 32 0 10 May 2018
Deep Directional Statistics: Pose Estimation with Uncertainty Quantification Sergey Prokudin Peter V. Gehler Sebastian Nowozin UQCV OOD 30 88 0 09 May 2018
Highly Scalable Image Reconstruction using Deep Neural Networks with Bandpass Filtering Joseph Y. Cheng Feiyu Chen M. Alley John M. Pauly S. Vasanawala 38 43 0 08 May 2018
Synaptic Cleft Segmentation in Non-Isotropic Volume Electron Microscopy of the Complete Drosophila Brain Larissa Heinrich Jan Funke Constantin Pape Juan Nunez-Iglesias S. Saalfeld 3DV 31 83 0 07 May 2018
Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens Marek Rei Anders Søgaard 43 53 0 06 May 2018
RMDL: Random Multimodel Deep Learning for Classification Kamran Kowsari Mojtaba Heidarysafa Donald E. Brown K. Meimandi Laura E. Barnes VLM OOD 32 157 0 03 May 2018
Structure-sensitive Multi-scale Deep Neural Network for Low-Dose CT Denoising Chenyu You Qingsong Yang Hongming Shan L. Gjesteby Guang Li ... Zhuiyang Zhang Zhen Zhao Yi Zhang W. Cong Ge Wang MedIm 74 206 0 02 May 2018
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems Zheng Zhang Minlie Huang Zhongzhou Zhao Feng Ji Haiqing Chen Xiaoyan Zhu 26 44 0 01 May 2018
Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese Shiyu Zhou Linhao Dong Shuang Xu Bo Xu 29 117 0 28 Apr 2018
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images Qian Yu Yinghuan Shi Jinquan Sun Yang Gao Yakang Dai Jianbing Zhu 27 98 0 27 Apr 2018
Smart Surveillance as an Edge Network Service: from Harr-Cascade, SVM to a Lightweight CNN S. Nikouei Yu Chen Sejun Song Ronghua Xu Baek-Young Choi Timothy R. Faughnan 42 83 0 24 Apr 2018
DeepTriangle: A Deep Learning Approach to Loss Reserving Kevin Kuo 30 49 0 24 Apr 2018
Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only Sergey Zakharov Benjamin Planche Ziyan Wu Andreas Hutter H. Kosch Slobodan Ilic 32 23 0 24 Apr 2018
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension Adams Wei Yu David Dohan Minh-Thang Luong Rui Zhao Kai Chen Mohammad Norouzi Quoc V. Le RALM AIMat 40 1,093 0 23 Apr 2018
Learning to Refine Human Pose Estimation Mihai Fieraru Anna Khoreva L. Pishchulin Bernt Schiele 3DH 52 93 0 21 Apr 2018
ECG Heartbeat Classification: A Deep Transferable Representation Mohammad Kachuee Shayan Fazeli Majid Sarrafzadeh 30 412 0 19 Apr 2018
Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations M. Raissi 47 186 0 19 Apr 2018
Simulation-based Adversarial Test Generation for Autonomous Vehicles with Machine Learning Components Cumhur Erkan Tuncali Georgios Fainekos Hisahiro Ito J. Kapinski 27 182 0 18 Apr 2018
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning Yunbo Wang Zhifeng Gao Mingsheng Long Jianmin Wang Philip S. Yu 56 472 0 17 Apr 2018
PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image Chen Liu Jimei Yang Duygu Ceylan Ersin Yumer Yasutaka Furukawa 3DV 52 195 0 17 Apr 2018
Fast inference of deep neural networks in FPGAs for particle physics Javier Mauricio Duarte Song Han Philip C. Harris S. Jindariani E. Kreinar ... J. Ngadiuba M. Pierini R. Rivera N. Tran Zhenbin Wu AI4CE 108 388 0 16 Apr 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 20 49 0 16 Apr 2018
A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers Tianyun Zhang Shaokai Ye Kaiqi Zhang Jian Tang Wujie Wen M. Fardad Yanzhi Wang 30 434 0 10 Apr 2018
Fast Conditional Independence Test for Vector Variables with Large Sample Sizes Krzysztof Chalupka Pietro Perona F. Eberhardt VLM 27 35 0 08 Apr 2018
Understanding Human Motion and Gestures for Underwater Human-Robot Collaboration M. Islam 22 74 0 06 Apr 2018
Noise-resistant Deep Learning for Object Classification in 3D Point Clouds Using a Point Pair Descriptor D. Bobkov Sili Chen Ruiqing Jian M. Z. Iqbal Eckehard Steinbach 3DPC 24 20 0 05 Apr 2018
Designing a Micro-Benchmark Suite to Evaluate gRPC for TensorFlow: Early Experiences Rajarshi Biswas Xiaoyi Lu D. Panda 22 8 0 03 Apr 2018
Forecasting Future Humphrey Visual Fields Using Deep Learning J. Wen Cecilia S. Lee P. Keane Sa Xiao Yue Wu Ariel S. Rokem Philip P. Chen Aaron Y. Lee 46 119 0 02 Apr 2018
Universal Planning Networks A. Srinivas Allan Jabri Pieter Abbeel Sergey Levine Chelsea Finn SSL 37 145 0 02 Apr 2018
Improving Massive MIMO Belief Propagation Detector with Deep Neural Network X. Tan Weihong Xu Yair Be’ery Zaichen Zhang X. You Chuan Zhang 34 33 0 02 Apr 2018
End-to-End Learning of Motion Representation for Video Understanding Lijie Fan Wen-bing Huang Chuang Gan Stefano Ermon Boqing Gong Junzhou Huang 24 214 0 02 Apr 2018
Webly Supervised Learning for Skin Lesion Classification Fernando Navarro Sailesh Conjeti Federico Tombari Nassir Navab NoLa 36 18 0 31 Mar 2018
Towards Quantum Machine Learning with Tensor Networks W. Huggins P. Patil K. B. Whaley E. Stoudenmire 50 343 0 30 Mar 2018
Efficient and Deep Person Re-Identification using Multi-Level Similarity Yiluan Guo Ngai-Man Cheung 39 96 0 30 Mar 2018
Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks Xiaoyuan Liang Xunsheng Du Guiling Wang Zhu Han 35 410 0 29 Mar 2018