Title
FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia Longling Zhang Bochen Shen A. Barnawi Shan Xi Neeraj Kumar Yi Wu FedML MedIm 143 83 0 26 Apr 2021
Launching Adversarial Attacks against Network Intrusion Detection Systems for IoT Pavlos Papadopoulos Oliver Thornewill von Essen Nikolaos Pitropakis C. Chrysoulas Alexios Mylonas William J. Buchanan AAML 98 50 0 26 Apr 2021
Efficient training of physics-informed neural networks via importance sampling M. A. Nabian R. J. Gladstone Hadi Meidani DiffM PINN 135 239 0 26 Apr 2021
ODDObjects: A Framework for Multiclass Unsupervised Anomaly Detection on Masked Objects R. Ma 20 1 0 26 Apr 2021
Calibrating LiDAR and Camera using Semantic Mutual information Peng-Tao Jiang Philip R. Osteen Srikanth Saripalli 119 6 0 24 Apr 2021
DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training Kun Yuan Yiming Chen Xinmeng Huang Yingya Zhang Pan Pan Yinghui Xu W. Yin MoE 115 64 0 24 Apr 2021
Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation Mengyao Zhai Lei Chen Jiawei He Megha Nawhal Frederick Tung Greg Mori CLL 75 29 0 24 Apr 2021
Joint Detection and Localization of Stealth False Data Injection Attacks in Smart Grids using Graph Neural Networks Osman Boyaci M. Narimani K. Davis Muhammad Ismail T. Overbye E. Serpedin 110 94 0 24 Apr 2021
Consistent and symmetry preserving data-driven interface reconstruction for the level-set method Aaron B. Buhendwa Deniz A. Bezgin Nikolaus Adams AI4CE 50 9 0 23 Apr 2021
Neural Mean Discrepancy for Efficient Out-of-Distribution Detection Xin Dong Junfeng Guo Ang Li W. Ting Cong Liu H. T. Kung OODD 131 59 0 23 Apr 2021
On Aliased Resizing and Surprising Subtleties in GAN Evaluation Gaurav Parmar Richard Y. Zhang Jun-Yan Zhu EGVM 145 77 0 22 Apr 2021
An End-to-End Computer Vision Methodology for Quantitative Metallography M. Rusanovsky O. Beeri Gal Oren 59 18 0 22 Apr 2021
NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy Debesh Jha Nikhil Kumar Tomar Sharib Ali Michael A. Riegler Haavard D. Johansen Dag Johansen Thomas de Lange Pål Halvorsen 52 55 0 22 Apr 2021
GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy Yongchao Liu Houyi Li Guowei Zhang Xintan Zeng Yongyong Li ... Peng Zhang Zhao Li Kefeng Deng Changhua He Wenguang Chen GNN 105 11 0 21 Apr 2021
On Sampling-Based Training Criteria for Neural Language Modeling Yingbo Gao David Thulke Alexander Gerstenberger Viet Anh Khoa Tran Ralf Schluter Hermann Ney 43 2 0 21 Apr 2021
A windowed correlation based feature selection method to improve time series prediction of dengue fever cases Tanvir Ferdousi L. Cohnstaedt C. Scoglio OOD 16 8 0 21 Apr 2021
A Deep Learning Approach To Multi-Context Socially-Aware Navigation S. Banisetty V. Rajamohan Fausto Vega David Feil-Seifer 60 8 0 20 Apr 2021
MBRL-Lib: A Modular Library for Model-based Reinforcement Learning Luis Pineda Brandon Amos Amy Zhang Nathan Lambert Roberto Calandra OffRL 84 47 0 20 Apr 2021
ds-array: A Distributed Data Structure for Large Scale Machine Learning J. '. Cid-Fuentes Pol Álvarez S. Solà Kuninori Ishii R. K. Morizawa Rosa M. Badia 34 1 0 20 Apr 2021
Text-Aware Predictive Monitoring of Business Processes Marco Pegoraro M. S. Uysal David Benedikt Georgi Wil M.P. van der Aalst 68 13 0 20 Apr 2021
Agent-Centric Representations for Multi-Agent Reinforcement Learning Wenling Shang L. Espeholt Anton Raichuk Tim Salimans EgoV 55 10 0 19 Apr 2021
Variational Weakly Supervised Sentiment Analysis with Posterior Regularization Huiping Zhuang Yangqiu Song 25 0 0 18 Apr 2021
ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table Huifeng Guo Wei Guo Yong Gao Ruiming Tang Xiuqiang He Wenzhi Liu 87 21 0 17 Apr 2021
Context-Aware Interaction Network for Question Matching Zhe Hu Zuohui Fu Yue Yin Gerard de Melo 70 16 0 17 Apr 2021
Exact imposition of boundary conditions with distance functions in physics-informed deep neural networks N. Sukumar Ankit Srivastava PINN AI4CE 160 255 0 17 Apr 2021
LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding Te-Lin Wu Cheng-rong Li Mingyang Zhang Tao Chen Spurthi Amba Hombaiah Michael Bendersky 79 14 0 16 Apr 2021
Better Latent Spaces for Better Autoencoders B. Dillon Tilman Plehn C. Sauer P. Sorrenson BDL DRL 67 55 0 16 Apr 2021
CSAFL: A Clustered Semi-Asynchronous Federated Learning Framework Yu Zhang Moming Duan Duo Liu Li Li Ao Ren Xianzhang Chen Yujuan Tan Chengliang Wang FedML 60 38 0 16 Apr 2021
Counter-Interference Adapter for Multilingual Machine Translation Yaoming Zhu Jiangtao Feng Chengqi Zhao Mingxuan Wang Lei Li 66 63 0 16 Apr 2021
Pylot: A Modular Platform for Exploring Latency-Accuracy Tradeoffs in Autonomous Vehicles Ionel Gog Sukrit Kalra Peter Schafhalter Matthew A. Wright Joseph E. Gonzalez Ion Stoica 114 70 0 16 Apr 2021
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models Benedek Rozemberczki P. Scherer Yixuan He G. Panagopoulos Alexander Riedel ... Oliver Kiss Ferenc Béres Guzmán López Nicolas Collignon Rik Sarkar AI4CE 100 208 0 15 Apr 2021
Rethinking Text Line Recognition Models Daniel Hernandez Diaz Siyang Qin R. Ingle Yasuhisa Fujii Alessandro Bissacco VLM 86 52 0 15 Apr 2021
FedSAE: A Novel Self-Adaptive Federated Learning Framework in Heterogeneous Systems Li Li Moming Duan Duo Liu Yu Zhang Ao Ren Xianzhang Chen Yujuan Tan Chengliang Wang FedML 83 44 0 15 Apr 2021
DistGNN: Scalable Distributed Training for Large-Scale Graph Neural Networks Vasimuddin Sanchit Misra Guixiang Ma Ramanarayan Mohanty E. Georganas A. Heinecke Dhiraj D. Kalamkar Nesreen Ahmed Sasikanth Avancha GNN 74 125 0 14 Apr 2021
Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition E. Koh Shlomo Dubnov 59 39 0 13 Apr 2021
Meta-Regularization: An Approach to Adaptive Choice of the Learning Rate in Gradient Descent Guangzeng Xie Hao Jin Dachao Lin Zhihua Zhang 40 0 0 12 Apr 2021
Predicting the Accuracy of Early-est Earthquake Magnitude Estimates with an LSTM Neural Network: A Preliminary Analysis Massimo Nazaria 13 0 0 12 Apr 2021
Deep Recursive Embedding for High-Dimensional Data Zixia Zhou Yuanyuan Wang B. Lelieveldt Qian Tao 66 8 0 12 Apr 2021
A Hybrid Parallelization Approach for Distributed and Scalable Deep Learning S. Akintoye Liangxiu Han Xin Zhang Haoming Chen Daoqiang Zhang 103 15 0 11 Apr 2021
Data-Free Knowledge Distillation with Soft Targeted Transfer Set Synthesis Zehao Wang 54 30 0 10 Apr 2021
Joint Program and Layout Transformations to enable Convolutional Operators on Specialized Hardware based on Constraint Programming D. Rieber Axel Acosta Holger Fröning 55 0 0 10 Apr 2021
Provable Repair of Deep Neural Networks Matthew Sotoudeh Aditya V. Thakur AAML 85 73 0 09 Apr 2021
Tensor Network for Supervised Learning at Finite Temperature Haoxiang Lin Shuqian Ye Xi Zhu 77 0 0 09 Apr 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization Chun-Liang Li Kihyuk Sohn Jinsung Yoon Tomas Pfister SSL UQCV 103 793 0 08 Apr 2021
Dynamic Surface Function Networks for Clothed Human Bodies Andrei Burov Matthias Nießner Justus Thies 3DH 74 53 0 08 Apr 2021
Py-Feat: Python Facial Expression Analysis Toolbox J. H. Cheong Eshin Jolly Tiankang Xie Sophie Byrne Matthew Kenney Luke J. Chang CVBM 69 93 0 08 Apr 2021
On-device Federated Learning with Flower Akhil Mathur Daniel J. Beutel Pedro Porto Buarque de Gusmão Javier Fernandez-Marques Taner Topal Xinchi Qiu Titouan Parcollet Yan Gao Nicholas D. Lane FedML 99 38 0 07 Apr 2021
Affordance Transfer Learning for Human-Object Interaction Detection Zhi Hou Baosheng Yu Yu Qiao Xiaojiang Peng Dacheng Tao 97 107 0 07 Apr 2021
Ecole: A Library for Learning Inside MILP Solvers Antoine Prouvost Justin Dumouchelle Maxime Gasse Didier Chételat Andrea Lodi 33 4 0 06 Apr 2021
Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems Edwin Vargas Julien N. P. Martel Gordon Wetzstein Henry Arguello 93 23 0 06 Apr 2021