Title
Understanding and mitigating gradient pathologies in physics-informed neural networks Sizhuang He Yujun Teng P. Perdikaris AI4CE PINN 137 297 0 13 Jan 2020
The Two-Pass Softmax Algorithm Marat Dukhan Artsiom Ablavatski TPM 31 8 0 13 Jan 2020
Towards High Performance Java-based Deep Learning Frameworks Athanasios Stratikopoulos J. Fumero Z. Sevarac Christos Kotselidis BDL 14 0 0 13 Jan 2020
Advbox: a toolbox to generate adversarial examples that fool neural networks Dou Goodman Xin Hao Yang Wang Yuesheng Wu Junfeng Xiong Huan Zhang AAML 138 55 0 13 Jan 2020
A comprehensive deep learning-based approach to reduced order modeling of nonlinear time-dependent parametrized PDEs S. Fresca Luca Dede' Andrea Manzoni AI4CE 98 267 0 12 Jan 2020
Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers M. Soflaei Hongyu Guo Ali Al-Bashabsheh Yongyi Mao Richong Zhang MQ 37 8 0 12 Jan 2020
Learning Cross-Context Entity Representations from Text Jeffrey Ling Nicholas FitzGerald Zifei Shan Livio Baldini Soares Thibault Févry David J. Weiss Tom Kwiatkowski 77 32 0 11 Jan 2020
Multi-layer Optimizations for End-to-End Data Analytics Amir Shaikhha Maximilian Schleich Alexandru Ghita Dan Olteanu 29 18 0 10 Jan 2020
A Differentiable Recurrent Surface for Asynchronous Event-Based Data Marco Cannici Marco Ciccone Andrea Romanoni Matteo Matteucci 95 27 0 10 Jan 2020
Exploiting Unlabeled Data in Smart Cities using Federated Learning A. Albaseer Bekir Sait Ciftler M. Abdallah Ala I. Al-Fuqaha 81 18 0 10 Jan 2020
To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers Bijeeta Pal Shruti Tople AAML 75 9 0 08 Jan 2020
VulDeeLocator: A Deep Learning-based Fine-grained Vulnerability Detector Zhuguo Li Deqing Zou Shouhuai Xu Zhaoxuan Chen Yawei Zhu Hai Jin 93 191 0 08 Jan 2020
Blue River Controls: A toolkit for Reinforcement Learning Control Systems on Hardware Kirill Polzounov R. Sundar L. Redden 38 10 0 07 Jan 2020
PaRoT: A Practical Framework for Robust Deep Neural Network Training Edward W. Ayers Francisco Eiras Majd Hawasly I. Whiteside OOD 97 19 0 07 Jan 2020
CNN 101: Interactive Visual Learning for Convolutional Neural Networks Zijie J. Wang Robert Turko Omar Shaikh Haekyu Park Nilaksh Das Fred Hohman Minsuk Kahng Duen Horng Chau SSL HAI FAtt 78 26 0 07 Jan 2020
FedDANE: A Federated Newton-Type Method Tian Li Anit Kumar Sahu Manzil Zaheer Maziar Sanjabi Ameet Talwalkar Virginia Smith FedML 162 155 0 07 Jan 2020
HyGCN: A GCN Accelerator with Hybrid Architecture Yurui Lai Lei Deng Xing Hu Ling Liang Yujing Feng Xiaochun Ye Zhimin Zhang Xiaochun Ye Yuan Xie GNN 113 296 0 07 Jan 2020
Express Wavenet -- a low parameter optical neural network with random shift wavelet pattern Yingshi Chen 110 6 0 06 Jan 2020
SurveilEdge: Real-time Video Query based on Collaborative Cloud-Edge Deep Learning Shibo Wang Shusen Yang Cong Zhao 60 61 0 04 Jan 2020
Ripple: A Practical Declarative Programming Framework for Serverless Compute Shannon Joyner M. MacCoss Christina Delimitrou Hakim Weatherspoon 46 18 0 01 Jan 2020
Deep Learning-Based Intrusion Detection System for Advanced Metering Infrastructure Zakaria El Mrabet Mehdi Ezzari Hassan El Ghazi B. A. E. Majd 23 14 0 31 Dec 2019
Quantum Adversarial Machine Learning Sirui Lu L. Duan D. Deng AAML 115 102 0 31 Dec 2019
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 223 839 0 31 Dec 2019
Biophysical models of cis-regulation as interpretable neural networks Ammar Tareen J. Kinney AI4CE 33 22 0 30 Dec 2019
Quantifying the Performance of Federated Transfer Learning Qinghe Jing Weiyan Wang Junxue Zhang Han Tian Kai Chen FedML 138 24 0 30 Dec 2019
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks Songtao He Favyen Bastani Satvat Jagwani Edward Park Sofiane Abbar Mohammad Alizadeh H. Balakrishnan Sanjay Chawla Samuel Madden M. Sadeghi 76 34 0 28 Dec 2019
Improved Multi-Stage Training of Online Attention-based Encoder-Decoder Models Abhinav Garg Dhananjaya N. Gowda Ankur Kumar Kwangyoun Kim Mehul Kumar Chanwoo Kim 3DV 44 15 0 28 Dec 2019
Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks Yuhua Chen Dan Ruan Jiayu Xiao Lixia Wang Bin Sun R. Saouaf Wensha Yang Debiao Li Z. Fan 67 59 0 23 Dec 2019
BackPACK: Packing more into backprop Felix Dangel Frederik Kunstner Philipp Hennig ODL 111 103 0 23 Dec 2019
5D Light Field Synthesis from a Monocular Video K. Bae Andre Ivan Hajime Nagahara I. Park MDE 55 6 0 23 Dec 2019
Tag-less Back-Translation Idris Abdulmumin B. Galadanci Aliyu Dadan Garba 84 11 0 22 Dec 2019
Rapid Whole-Heart CMR with Single Volume Super-resolution J. Steeden Michael Quail A. Gotschy A. Hauptmann Simon Arridge R. Jones V. Muthurangu 76 52 0 22 Dec 2019
power-law nonlinearity with maximally uniform distribution criterion for improved neural network training in automatic speech recognition Chanwoo Kim Mehul Kumar Kwangyoun Kim Dhananjaya N. Gowda 60 9 0 22 Dec 2019
A Deep Neuro-Fuzzy Network for Image Classification Omolbanin Yazdanbakhsh S. Dick 39 24 0 22 Dec 2019
end-to-end training of a large vocabulary end-to-end speech recognition system Chanwoo Kim Sungsoo Kim Kwangyoun Kim Mehul Kumar Jiyeon Kim ... Eunhyang Kim Minkyoo Shin Shatrughan Singh Larry Heck Dhananjaya N. Gowda 61 27 0 22 Dec 2019
Chart Auto-Encoders for Manifold Structured Data Stefan C. Schonsheck Jie Chen Rongjie Lai DRL GNN 44 29 0 20 Dec 2019
A Survey on Distributed Machine Learning Joost Verbraeken Matthijs Wolting Jonathan Katzy Jeroen Kloppenburg Tim Verbelen Jan S. Rellermeyer OOD 122 715 0 20 Dec 2019
An Unsupervised Deep Learning Method for Multi-coil Cine MRI Ziwen Ke Jing Cheng L. Ying Hairong Zheng Yanjie Zhu Dong Liang 45 0 0 20 Dec 2019
Smart Home Appliances: Chat with Your Fridge Denis A. Gudovskiy Gyuri Han Takuya Yamaguchi Sotaro Tsukizawa LRM 26 4 0 19 Dec 2019
LS-Net: Fast Single-Shot Line-Segment Detector Van Nhan Nguyen Robert Jenssen D. Roverso 59 52 0 19 Dec 2019
Learning Convex Optimization Control Policies Akshay Agrawal Shane T. Barratt Stephen P. Boyd Bartolomeo Stellato 80 70 0 19 Dec 2019
Metamorphic Testing for Object Detection Systems Shuai Wang Z. Su 75 24 0 19 Dec 2019
Real-Time Object Detection and Localization in Compressive Sensed Video on Embedded Hardware Y. Bethi Sathyaprakash Narayanan Venkat Rangan Chetan Singh Thakur 20 2 0 18 Dec 2019
Capsule Attention for Multimodal EEG-EOG Representation Learning with Application to Driver Vigilance Estimation Guangyi Zhang Ali Etemad 48 45 0 17 Dec 2019
Transductive Zero-Shot Learning for 3D Point Cloud Classification A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 102 57 0 16 Dec 2019
High-resolution imaging on TPUs F. Huot Yi-Fan Chen R. Clapp C. Boneti John R. Anderson 44 13 0 13 Dec 2019
Fully-Convolutional Intensive Feature Flow Neural Network for Text Recognition Zhao Zhang Zemin Tang Zheng Zhang Yang Wang Jie Qin Meng Wang 82 7 0 13 Dec 2019
Array Languages Make Neural Networks Fast Artjoms Šinkarovs Hans-Nikolai Vießmann S. Scholz 27 5 0 11 Dec 2019
Wide-Area Land Cover Mapping with Sentinel-1 Imagery using Deep Learning Semantic Segmentation Models S. Šćepanović O. Antropov Pekka Laurila Y. Rauste V. Ignatenko J. Praks SSeg 53 42 0 11 Dec 2019
Encoding Musical Style with Transformer Autoencoders Kristy Choi Curtis Hawthorne Ian Simon Monica Dinculescu Jesse Engel 95 90 0 10 Dec 2019