Title
There is Limited Correlation between Coverage and Robustness for Deep Neural Networks Yizhen Dong Peixin Zhang Jingyi Wang Shuang Liu Jun Sun Jianye Hao Xinyu Wang Li Wang J. Dong Ting Dai OOD AAML 76 32 0 14 Nov 2019
Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection Samuel W. Remedios Zihao Wu Camilo Bermudez Cailey I. Kerley Snehashis Roy Mayur B. Patel J. Butman Bennett A. Landman Dzung L. Pham 52 8 0 13 Nov 2019
Image-Based Feature Representation for Insider Threat Classification R. Gayathri Atul Sajjanhar Yong Xiang 41 40 0 13 Nov 2019
Throughput Prediction of Asynchronous SGD in TensorFlow Zhuojin Li Wumo Yan Marco Paolieri L. Golubchik 36 5 0 12 Nov 2019
Adaptive Probabilistic Vehicle Trajectory Prediction Through Physically Feasible Bayesian Recurrent Neural Network Chen Tang Jianyu Chen Masayoshi Tomizuka 45 15 0 11 Nov 2019
A Simple Differentiable Programming Language M. Abadi G. Plotkin 68 66 0 11 Nov 2019
Structural Pruning in Deep Neural Networks: A Small-World Approach Gokul Krishnan Xiaocong Du Yu Cao 29 8 0 11 Nov 2019
Synthesis of Feedback Controller for Nonlinear Control Systems with Optimal Region of Attraction Ayan Chakraborty Indranil Saha 30 0 0 10 Nov 2019
Natural and Realistic Single Image Super-Resolution with Explicit Natural Manifold Discrimination Jae Woong Soh G. Park Junho Jo N. Cho SupR 57 107 0 09 Nov 2019
Zero-Shot Paraphrase Generation with Multilingual Language Models Yinpeng Guo Yi-Lun Liao Xin Jiang Qing Zhang Yibo Jacky Zhang Qun Liu SyDa LRM 55 23 0 09 Nov 2019
Vision-Based Lane-Changing Behavior Detection Using Deep Residual Neural Network Zhensong Wei Chao Wang Peng Hao Matthew Barth 66 24 0 08 Nov 2019
Transfer Learning in Spatial-Temporal Forecasting of the Solar Magnetic Field E. Covas 123 6 0 08 Nov 2019
Knowledge Distillation for Incremental Learning in Semantic Segmentation Umberto Michieli Pietro Zanuttigh CLL VLM 99 100 0 08 Nov 2019
Boosting LSTM Performance Through Dynamic Precision Selection Franyell Silfa J. Arnau Antonio González MQ 28 5 0 07 Nov 2019
A Survey on Edge Computing Systems and Tools Fan Liu Guoming Tang Youhuizi Li Zhiping Cai Xingzhou Zhang Tongqing Zhou 73 222 0 07 Nov 2019
MLPerf Inference Benchmark Vijayarāghava Reḍḍī C. Cheng David Kanter Pete H Mattson Guenther Schmuelling ... Bing Yu George Y. Yuan Aaron Zhong P. Zhang Yuchen Zhou 114 509 0 06 Nov 2019
A Programmable Approach to Neural Network Compression Vinu Joseph Saurav Muralidharan Animesh Garg M. Garland Ganesh Gopalakrishnan 63 10 0 06 Nov 2019
Enhancing the Privacy of Federated Learning with Sketching Zaoxing Liu Tian Li Virginia Smith Vyas Sekar FedML 67 22 0 05 Nov 2019
CloudifierNet -- Deep Vision Models for Artificial Image Processing A. Damian Laurentiu Piciu Alexandru Purdila N. Tapus VLM 29 0 0 04 Nov 2019
ARSM Gradient Estimator for Supervised Learning to Rank Siamak Zamani Dadaneh Shahin Boluki Mingyuan Zhou Xiaoning Qian 53 8 0 01 Nov 2019
Positive-Unlabeled Reward Learning Danfei Xu Misha Denil 82 38 0 01 Nov 2019
Extending Relational Query Processing with ML Inference Konstantinos Karanasos Matteo Interlandi Doris Xin Fotis Psallidas Rathijit Sen ... Subru Krishnan Markus Weimer Yuan Yu R. Ramakrishnan Carlo Curino 126 63 0 01 Nov 2019
Modified U-Net (mU-Net) with Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images Hyunseok Seo Charles Huang M. Bassenne Ruoxiu Xiao Lei Xing 80 281 0 31 Oct 2019
A comparative study of estimating articulatory movements from phoneme sequences and acoustic features Abhayjeet Singh Aravind Illa P. Ghosh 36 8 0 31 Oct 2019
Towards Scalable, Efficient and Accurate Deep Spiking Neural Networks with Backward Residual Connections, Stochastic Softmax and Hybridization Priyadarshini Panda Sai Aparna Aketi Kaushik Roy 73 33 0 30 Oct 2019
Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization Farzin Haddadpour Mohammad Mahdi Kamani M. Mahdavi V. Cadambe FedML 87 202 0 30 Oct 2019
Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction Steven A. Hicks J. M. Andersen O. Witczak Vajira Thambawita Pål Halvorsen Hugo Lewi Hammer Trine B. Haugen Michael A. Riegler 47 72 0 29 Oct 2019
DeepWiFi: Cognitive WiFi with Deep Learning Kemal Davaslioglu S. Soltani T. Erpek Y. Sagduyu 53 45 0 29 Oct 2019
Understand customer reviews with less data and in short time: pretrained language representation and active learning Yanwei Cui Xavier Illy VLM 29 1 0 29 Oct 2019
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians Axel Brando Jose A. Rodríguez-Serrano Jordi Vitrià Alberto Rubio 60 23 0 27 Oct 2019
Region Mutual Information Loss for Semantic Segmentation Shuai Zhao Yang Wang Zheng Yang Deng Cai VLM 90 126 0 26 Oct 2019
Implicit Posterior Variational Inference for Deep Gaussian Processes Haibin Yu Yizhou Chen Zhongxiang Dai K. H. Low Patrick Jaillet 88 43 0 26 Oct 2019
Recognizing long-form speech using streaming end-to-end models A. Narayanan Rohit Prabhavalkar Chung-Cheng Chiu David Rybach Tara N. Sainath Trevor Strohman 79 130 0 24 Oct 2019
Predicting In-game Actions from Interviews of NBA Players Nadav Oved Amir Feder Roi Reichart 79 2 0 24 Oct 2019
Deep Learning of Subsurface Flow via Theory-guided Neural Network Nanzhe Wang Dongxiao Zhang Haibin Chang Heng Li AI4CE 109 235 0 24 Oct 2019
A Large-Scale Deep Architecture for Personalized Grocery Basket Recommendations Aditya Mantha Yokila Arora Shubham Gupta Praveenkumar Kanumala Zhiwei Liu Stephen D. Guo Kannan Achan 61 8 0 24 Oct 2019
Collision Avoidance in Pedestrian-Rich Environments with Deep Reinforcement Learning Michael Everett Yu Fan Chen Jonathan P. How OffRL 144 176 0 24 Oct 2019
Large Scale Model Predictive Control with Neural Networks and Primal Active Sets Steven W. Chen Tianyu Wang Nikolay Atanasov Vijay Kumar M. Morari 90 93 0 23 Oct 2019
Machine Learning for Scent: Learning Generalizable Perceptual Representations of Small Molecules Benjamín Sánchez-Lengeling Jennifer N. Wei Brian K. Lee R. C. Gerkin Alán Aspuru-Guzik Alexander B. Wiltschko GNN 77 95 0 23 Oct 2019
Speaker Adaptive Training using Model Agnostic Meta-Learning Ondˇrej Klejch Joachim Fainberg P. Bell Steve Renals 82 30 0 23 Oct 2019
Streaming Networks: Enable A Robust Classification of Noise-Corrupted Images Junbao Zhou Fumihiko Takahashi 21 3 0 23 Oct 2019
Federated Evaluation of On-device Personalization Kangkang Wang Rajiv Mathews Chloé Kiddon Hubert Eichner F. Beaufays Daniel Ramage FedML 82 288 0 22 Oct 2019
Easy Mobile Meter Reading for Non-Smart Meters: Comparison of AWS Rekognition and Google Cloud Vision Approaches M. Spichkova J. V. Zyl Siddharth Sachdev Ashish Bhardwaj Nirav Desai 21 16 0 22 Oct 2019
Volterra Neural Networks (VNNs) Siddharth Roheda Hamid Krim 61 10 0 21 Oct 2019
Optimizing electrode positions in 2D Electrical Impedance Tomography using deep learning D. Smyl Dong Liu 185 34 0 21 Oct 2019
Resource Allocation in Mobility-Aware Federated Learning Networks: A Deep Reinforcement Learning Approach H. T. Nguyen Nguyen Cong Luong Jun Zhao Chau Yuen Dusit Niyato 67 58 0 21 Oct 2019
Dynamic Upsampling of Smoke through Dictionary-based Learning Kai-Yi Bai Wei Li M. Desbrun Xiaopei Liu AI4CE 60 27 0 21 Oct 2019
RLScheduler: An Automated HPC Batch Job Scheduler Using Reinforcement Learning Di Zhang Dong Dai Youbiao He F. S. Bao Bing Xie OffRL 48 8 0 20 Oct 2019
Unsupervised High-Resolution Depth Learning From Videos With Dual Networks Junsheng Zhou Yuwang Wang K. Qin Wenjun Zeng MDE 61 71 0 20 Oct 2019
Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation Ran Tian Shashi Narayan Thibault Sellam Ankur P. Parikh HILM 110 96 0 19 Oct 2019