Title
Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective Xianfu Chen Celimuge Wu Tao Chen Honggang Zhang Zhi Liu Yan Zhang M. Bennis 104 140 0 06 Aug 2019
Part Segmentation for Highly Accurate Deformable Tracking in Occlusions via Fully Convolutional Neural Networks Weilin Wan Aaron Walsman Dieter Fox 3DH 41 2 0 05 Aug 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 122 66 0 02 Aug 2019
Network with Sub-Networks Ninnart Fuengfusin H. Tamukoh 26 3 0 02 Aug 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao Xiaowen Chu 194 1,480 0 02 Aug 2019
Simple and Effective Text Matching with Richer Alignment Features Runqi Yang Jianhai Zhang Xing Gao Feng Ji Haiqing Chen 3DV 75 155 0 01 Aug 2019
Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement Ryutaro Tanno Daniel E. Worrall Enrico Kaden Aurobrata Ghosh Francesco Grussu A. Bizzi S. Sotiropoulos A. Criminisi Daniel C. Alexander MedIm DiffM 104 33 0 31 Jul 2019
Incremental Learning Techniques for Semantic Segmentation Umberto Michieli Pietro Zanuttigh SSeg CLL VLM 129 237 0 31 Jul 2019
Recursive Cascaded Networks for Unsupervised Medical Image Registration Shengyu Zhao Yue Dong E. Chang Yan Xu 85 233 0 29 Jul 2019
Multi-modal Predictive Models of Diabetes Progression Ramin Ramazi Christine Perndorfer Emily C Soriano J. Laurenceau Rahmatollah Beheshti 39 16 0 29 Jul 2019
Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design Hosein Mohammadi Makrani Farnoud Farahmand Hossein Sayadi Sara Bondi Sai Manoj P D Liang Zhao Avesta Sasan Houman Homayoun S. Rafatirad 53 72 0 29 Jul 2019
HPC AI500: A Benchmark Suite for HPC AI Systems Zihan Jiang Wanling Gao Lei Wang Xingwang Xiong Yuchen Zhang ... Yunquan Zhang Shengzhong Feng KenLi Li Weijia Xu Jianfeng Zhan ELM 68 40 0 27 Jul 2019
Real-time Visual Object Tracking with Natural Language Description Qi Feng Vitaly Ablavsky Qinxun Bai Guorong Li Stan Sclaroff VLM ObjD VOT 137 53 0 26 Jul 2019
Training products of expert capsules with mixing by dynamic routing Michael Hauser 21 0 0 26 Jul 2019
T-Norms Driven Loss Functions for Machine Learning G. Marra Francesco Giannini Michelangelo Diligenti Marco Maggini Marco Gori 126 13 0 26 Jul 2019
An Information-theoretic On-line Learning Principle for Specialization in Hierarchical Decision-Making Systems Heinke Hihn Sebastian Gottwald Daniel A. Braun 93 16 0 26 Jul 2019
Deep Learning Detection of Inaccurate Smart Electricity Meters: A Case Study Ming Liu Dongpeng Liu Guangyu Sun Yi Zhao Duolin Wang Fangxing Liu Xiang Fang Qing He Dong Xu 27 1 0 26 Jul 2019
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 681 5,981 0 25 Jul 2019
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection Keren Ye Ruotong Wang Adriana Kovashka Wei Li Danfeng Qin Jesse Berent 150 60 0 23 Jul 2019
Efficient Detection and Quantification of Timing Leaks with Neural Networks Saeid Tizpaz-Niari Pavol Cerný S. Sankaranarayanan Ashutosh Trivedi 45 4 0 23 Jul 2019
Lifelong GAN: Continual Learning for Conditional Image Generation Mengyao Zhai Lei Chen Frederick Tung Jiawei He Megha Nawhal Greg Mori CLL 105 183 0 23 Jul 2019
Dynamic Facial Expression Generation on Hilbert Hypersphere with Conditional Wasserstein Generative Adversarial Nets N. Otberdout Mohamed Daoudi Anis Kacem Lahoucine Ballihi Stefano Berretti GAN 125 55 0 23 Jul 2019
RRNet: Repetition-Reduction Network for Energy Efficient Decoder of Depth Estimation Sangyun Oh Hye-Jin S. Kim Jongeun Lee Junmo Kim 3DV OffRL 76 1 0 23 Jul 2019
Benchmarking Attribution Methods with Relative Feature Importance Mengjiao Yang Been Kim FAtt XAI 75 142 0 23 Jul 2019
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection Yue Liu Zeyi Wen Zhaomin Wu Sixu Hu Naibo Wang Yuan N. Li Xu Liu Bingsheng He FedML 130 1,015 0 23 Jul 2019
Domain-Specific Priors and Meta Learning for Few-Shot First-Person Action Recognition Huseyin Coskun Zeeshan Zia Bugra Tekin Federica Bogo Nassir Navab Federico Tombari H. Sawhney 79 27 0 22 Jul 2019
Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling Pedro Almagro Blanco Fernando Sancho-Caparrini 23 1 0 20 Jul 2019
ER-AE: Differentially Private Text Generation for Authorship Anonymization Haohan Bo Steven H. H. Ding Benjamin C. M. Fung Farkhund Iqbal DeLMO 78 38 0 20 Jul 2019
ASYNC: A Cloud Engine with Asynchrony and History for Distributed Machine Learning Saeed Soori Bugra Can Mert Gurbuzbalaban M. Dehnavi GNN OffRL 44 4 0 19 Jul 2019
Convergence of Edge Computing and Deep Learning: A Comprehensive Survey Xiaofei Wang Yiwen Han Victor C. M. Leung Dusit Niyato Xueqiang Yan Xu Chen 104 1,006 0 19 Jul 2019
A Differentiable Programming System to Bridge Machine Learning and Scientific Computing Mike Innes Alan Edelman Keno Fischer Chris Rackauckas Elliot Saba Viral B. Shah Will Tebbutt PINN 102 184 0 17 Jul 2019
Deep Metric Learning with Alternating Projections onto Feasible Sets Ogul Can Y. Z. Gürbüz A. Aydin Alatan 51 5 0 17 Jul 2019
$$\texttt{DeepSqueeze}$: Decentralization Meets Error-Compensated Compression$ $\texttt{DeepSqueeze}$ : Decentralization Meets Error-Compensated Compression Hanlin Tang Xiangru Lian Shuang Qiu Lei Yuan Ce Zhang Tong Zhang Liu 39 49 0 17 Jul 2019
Autonomous Driving in the Lung using Deep Learning for Localization Jake Sganga David Eng C. Graetzel David B. Camarillo 59 15 0 16 Jul 2019
Real-time Vision-based Depth Reconstruction with NVidia Jetson A. Bokovoy K. Muravyev Konstantin Yakovlev 3DV MDE 61 17 0 16 Jul 2019
Adversarial Sensor Attack on LiDAR-based Perception in Autonomous Driving Yulong Cao Chaowei Xiao Benjamin Cyr Yimeng Zhou Wonseok Park Sara Rampazzi Qi Alfred Chen Kevin Fu Z. Morley Mao AAML 63 544 0 16 Jul 2019
Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 74 41 0 15 Jul 2019
Faster Neural Network Training with Data Echoing Dami Choi Alexandre Passos Christopher J. Shallue George E. Dahl 97 50 0 12 Jul 2019
Polyphonic Sound Event and Sound Activity Detection: A Multi-task approach Arjun Pankajakshan Helen L. Bear Emmanouil Benetos 64 9 0 11 Jul 2019
Two-stream Spatiotemporal Feature for Video QA Task Chiwan Song Woobin Im Sung-eui Yoon 23 0 0 11 Jul 2019
Label-Aware Graph Convolutional Networks Hao Chen Yue Xu Lu Wang Dijun Luo Wenbing Huang Senzhang Wang Peng He Zhoujun Li 55 8 0 10 Jul 2019
DeepXDE: A deep learning library for solving differential equations Lu Lu Xuhui Meng Zhiping Mao George Karniadakis PINN AI4CE 161 1,555 0 10 Jul 2019
GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing Jian Guo He He Tong He Leonard Lausen Mu Li ... Hang Zhang Zhi-Li Zhang Zhongyue Zhang Shuai Zheng Yi Zhu VLM BDL 104 198 0 09 Jul 2019
Ordered SGD: A New Stochastic Optimization Framework for Empirical Risk Minimization Kenji Kawaguchi Haihao Lu ODL 100 64 0 09 Jul 2019
Cross-Domain Generalization of Neural Constituency Parsers Daniel Fried Nikita Kitaev Dan Klein NAI AI4CE 80 37 0 09 Jul 2019
Positional Normalization Boyi Li Felix Wu Kilian Q. Weinberger Serge J. Belongie 78 92 0 09 Jul 2019
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang Daniel Cer Amin Ahmad Mandy Guo Jax Law ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 3DV 96 481 0 09 Jul 2019
FortuneTeller: Predicting Microarchitectural Attacks via Unsupervised Deep Learning Berk Gülmezoglu A. Moghimi T. Eisenbarth B. Sunar AAML 66 38 0 08 Jul 2019
Learning Structural Graph Layouts and 3D Shapes for Long Span Bridges 3D Reconstruction Fangqiao Hu Jin Zhao Yong Huang Hui Li 3DV 57 7 0 08 Jul 2019
QUOTIENT: Two-Party Secure Neural Network Training and Prediction Nitin Agrawal Ali Shahin Shamsabadi Matt J. Kusner Adria Gascon 102 216 0 08 Jul 2019