Title
A novel approach to sentiment analysis in Persian using discourse and external semantic information Rahim Dehkharghani Hojjat Emami 44 5 0 18 Jul 2020
Multi-robot Cooperative Object Transportation using Decentralized Deep Reinforcement Learning Lin Zhang Hao Xiong Ou Ma Zhaokui Wang 109 6 0 17 Jul 2020
GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild Umberto Michieli E. Borsato Luca Rossi Pietro Zanuttigh 140 40 0 17 Jul 2020
Privacy-Preserving Distributed Learning in the Analog Domain M. Soleymani Hessam Mahdavifar A. Avestimehr 75 18 0 17 Jul 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 155 927 0 16 Jul 2020
Kronecker Attention Networks Hongyang Gao Zhengyang Wang Shuiwang Ji 55 33 0 16 Jul 2020
A temporal-to-spatial deep convolutional neural network for classification of hand movements from multichannel electromyography data A. Hartwell V. Kadirkamanathan S. Anderson 35 1 0 16 Jul 2020
Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation Ning Ding Dingkun Long Guangwei Xu Muhua Zhu Pengjun Xie Xiaobin Wang Haitao Zheng 56 18 0 16 Jul 2020
HyperTune: Dynamic Hyperparameter Tuning For Efficient Distribution of DNN Training Over Heterogeneous Systems Ali Heydarigorji Siavash Rezaei Mahdi Torabzadehkashi Hossein Bobarshad V. Alves Pai H. Chou 86 14 0 16 Jul 2020
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems Xianfu Chen Celimuge Wu Tao Chen Zhi Liu Honggang Zhang M. Bennis Hang Liu Yusheng Ji 85 72 0 15 Jul 2020
Differential Replication in Machine Learning Irene Unceta Jordi Nin O. Pujol SyDa 41 1 0 15 Jul 2020
Incremental Without Replacement Sampling in Nonconvex Optimization Edouard Pauwels 72 5 0 15 Jul 2020
A General Family of Stochastic Proximal Gradient Methods for Deep Learning Jihun Yun A. Lozano Eunho Yang 79 13 0 15 Jul 2020
Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning Shauharda Khadka Estelle Aflalo Mattias Marder Avrech Ben-David Santiago Miret Shie Mannor Tamir Hazan Hanlin Tang Somdeb Majumdar GNN 74 11 0 14 Jul 2020
Plateau Phenomenon in Gradient Descent Training of ReLU networks: Explanation, Quantification and Avoidance M. Ainsworth Yeonjong Shin ODL 51 21 0 14 Jul 2020
MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval Mark Hamilton Stephanie Fu Mindren Lu Johnny Bui Darius Bopp ... Margaret Wang Marina Rogers Lei Zhang Chris Hoder William T. Freeman 96 3 0 14 Jul 2020
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset Edwin Zhang Nikhil Gupta Raphael Tang Xiao Han Ronak Pradeep ... Yue Zhang Rodrigo Nogueira Kyunghyun Cho Hui Fang Jimmy J. Lin 83 59 0 14 Jul 2020
DETCID: Detection of Elongated Touching Cells with Inhomogeneous Illumination using a Deep Adversarial Network Ali Memariani I. Kakadiaris MedIm 8 0 0 13 Jul 2020
MeDaS: An open-source platform as service to help break the walls between medicine and informatics Liang Zhang Johann Li Ping Li Xiaoyuan Lu Peiyi Shen Guangming Zhu Syed Afaq Ali Shah Bennamoun Kun Qian Björn W. Schuller MedIm 63 6 0 12 Jul 2020
Lightweight Modules for Efficient Deep Learning based Image Restoration A. Lahiri Sourav Bairagya Sutanu Bera Siddhant Haldar P. Biswas SupR 84 36 0 11 Jul 2020
Optimizing Prediction Serving on Low-Latency Serverless Dataflow Vikram Sreekanti Harikaran Subbaraj Chenggang Wu Joseph E. Gonzalez J. M. Hellerstein 37 22 0 11 Jul 2020
Usefulness of interpretability methods to explain deep learning based plant stress phenotyping Koushik Nagasubramanian Asheesh K. Singh Arti Singh Soumik Sarkar Baskar Ganapathysubramanian FAtt 36 16 0 11 Jul 2020
Revisiting One-vs-All Classifiers for Predictive Uncertainty and Out-of-Distribution Detection in Neural Networks Shreyas Padhy Zachary Nado Jie Jessie Ren J. Liu Jasper Snoek Balaji Lakshminarayanan UQCV 88 47 0 10 Jul 2020
Learning Representations that Support Extrapolation Taylor Webb Zachary Dulberg Steven M. Frankland A. Petrov R. C. O'Reilly Jonathan Cohen 90 51 0 09 Jul 2020
Attacking Split Manufacturing from a Deep Learning Perspective Haocheng Li Satwik Patnaik A. Sengupta Haoyu Yang J. Knechtel Bei Yu Evangeline F. Y. Young Ozgur Sinanoglu MoE 37 21 0 08 Jul 2020
Distributed Training of Deep Learning Models: A Taxonomic Perspective M. Langer Zhen He W. Rahayu Yanbo Xue 70 78 0 08 Jul 2020
Binary Stochastic Filtering: feature selection and beyond Andrii Trelin A. Procházka 64 4 0 08 Jul 2020
Adversarial learning for product recommendation Joel R. Bock A. Maewal GAN CML 20 10 0 07 Jul 2020
Multi-Fidelity Bayesian Optimization via Deep Neural Networks Shibo Li Wei W. Xing Mike Kirby Shandian Zhe 72 54 0 06 Jul 2020
Weakly Supervised Domain Adaptation for Built-up Region Segmentation in Aerial and Satellite Imagery Javed Iqbal Mohsen Ali 93 50 0 05 Jul 2020
Accuracy-Efficiency Trade-Offs and Accountability in Distributed ML Systems A. Feder Cooper K. Levy Christopher De Sa 47 19 0 04 Jul 2020
Efficient estimation of the ANOVA mean dimension, with an application to neural net classification Christopher R. Hoyt Art B. Owen FAtt 41 13 0 02 Jul 2020
Mining and Tailings Dam Detection In Satellite Imagery Using Deep Learning R. Balaniuk Olga Isupova S. Reece 56 51 0 02 Jul 2020
Deep Neural Networks for Nonlinear Model Order Reduction of Unsteady Flows Hamidreza Eivazi H. Veisi M. H. Naderi V. Esfahanian AI4CE 96 173 0 02 Jul 2020
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights Shail Dave Riyadh Baghdadi Tony Nowatzki Sasikanth Avancha Aviral Shrivastava Baoxin Li 114 85 0 02 Jul 2020
Convolutional Neural Network Training with Distributed K-FAC J. G. Pauloski Zhao Zhang Lei Huang Weijia Xu Ian Foster 59 31 0 01 Jul 2020
Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey S. Silva Peyman Najafirad AAML OOD 108 135 0 01 Jul 2020
Drug discovery with explainable artificial intelligence José Jiménez-Luna F. Grisoni G. Schneider 195 645 0 01 Jul 2020
Shuffle-Exchange Brings Faster: Reduce the Idle Time During Communication for Decentralized Neural Network Training Xiang Yang FedML 20 2 0 01 Jul 2020
Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models Andrew Jesson Sören Mindermann Uri Shalit Y. Gal CML 76 74 0 01 Jul 2020
Deep Feature Space: A Geometrical Perspective Ioannis Kansizoglou Loukas Bampis Antonios Gasteratos 88 40 0 30 Jun 2020
Improving robustness against common corruptions by covariate shift adaptation Steffen Schneider E. Rusak L. Eck Oliver Bringmann Wieland Brendel Matthias Bethge VLM 101 486 0 30 Jun 2020
Testing match-3 video games with Deep Reinforcement Learning Nicholas Napolitano 15 3 0 30 Jun 2020
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding Dmitry Lepikhin HyoukJoong Lee Yuanzhong Xu Dehao Chen Orhan Firat Yanping Huang M. Krikun Noam M. Shazeer Zhiwen Chen MoE 189 1,199 0 30 Jun 2020
Guarantees for Tuning the Step Size using a Learning-to-Learn Approach Xiang Wang Shuai Yuan Chenwei Wu Rong Ge 75 16 0 30 Jun 2020
SoftSort: A Continuous Relaxation for the argsort Operator S. Prillo Julian Martin Eisenschlos ODL 80 68 0 29 Jun 2020
Robustifying Sequential Neural Processes Jaesik Yoon Gautam Singh Sungjin Ahn 69 27 0 29 Jun 2020
OpenDVC: An Open Source Implementation of the DVC Video Compression Method Ren Yang Luc Van Gool Radu Timofte 43 23 0 29 Jun 2020
Conditional Classification: A Solution for Computational Energy Reduction Ali Mirzaeian Mohammad Sabokrou Ashka Vakil Houman Homayoun Avesta Sasan 40 0 0 29 Jun 2020
Image Classification by Reinforcement Learning with Two-State Q-Learning A. M. Hafiz VLM OffRL 45 13 0 28 Jun 2020