Title
Early Myocardial Infarction Detection over Multi-view Echocardiography A. Degerli S. Kiranyaz Tahir Hamid Rashid Mazhar Moncef Gabbouj 40 24 0 09 Nov 2021
Data-Centric Engineering: integrating simulation, machine learning and statistics. Challenges and Opportunities Indranil Pan L. Mason Omar K. Matar AI4CE 49 45 0 07 Nov 2021
Deep Joint Source-Channel Coding for Image Transmission with Visual Protection Jia-lin Xu Bo Ai Wei Chen Ning Wang Miguel R. D. Rodrigues 37 16 0 05 Nov 2021
MUVINE: Multi-stage Virtual Network Embedding in Cloud Data Centers using Reinforcement Learning based Predictions H. Thakkar C. Dehury P. Sahoo 14 28 0 04 Nov 2021
An Asymptotic Analysis of Minibatch-Based Momentum Methods for Linear Regression Models Yuan Gao Xuening Zhu Haobo Qi Guodong Li Riquan Zhang Hansheng Wang 31 3 0 02 Nov 2021
Constructing Neural Network-Based Models for Simulating Dynamical Systems Christian Møldrup Legaard Thomas Schranz G. Schweiger Ján Drgovna Basak Falay C. Gomes Alexandros Iosifidis M. Abkar P. Larsen PINN AI4CE 33 93 0 02 Nov 2021
Emulation of physical processes with Emukit Andrei Paleyes Mark Pullin Maren Mahsereci Cliff McCollum Neil D. Lawrence Javier I. González 28 79 0 25 Oct 2021
Practical Galaxy Morphology Tools from Deep Supervised Representation Learning Mike Walmsley Anna M. M. Scaife Chris J. Lintott Michelle Lochner Yu Zhu ... Xibo Ma Sandor Kruk Zhen Lei G. Guo B. Simmons 24 29 0 25 Oct 2021
Semi-Supervised Semantic Segmentation of Vessel Images using Leaking Perturbations Jinyong Hou Xuejie Ding Jeremiah D. Deng MedIm 31 19 0 22 Oct 2021
Reconstruction of Fragmented Trajectories of Collective Motion using Hadamard Deep Autoencoders Kelum Gajamannage Yonggi Park Randy Paffenroth A. Jayasumana 6 7 0 20 Oct 2021
Designing A Clinically Applicable Deep Recurrent Model to Identify Neuropsychiatric Symptoms in People Living with Dementia Using In-Home Monitoring Data Francesca Palermo Honglin Li Alexander Capstick N. Fletcher-Lloyd Yuchen Zhao Samaneh Kouchaki R. Nilforooshan D. Sharp Payam Barnaghi 6 6 0 19 Oct 2021
A scalable and fast artificial neural network syndrome decoder for surface codes S. Gicev Lloyd C. L. Hollenberg M. Usman LRM AI4CE 42 33 0 12 Oct 2021
Understanding Pooling in Graph Neural Networks Daniele Grattarola Daniele Zambon F. Bianchi Cesare Alippi GNN FAtt AI4CE 35 91 0 11 Oct 2021
Physics-Informed Neural Networks for AC Optimal Power Flow Rahul Nellikkath Spyros Chatzivasileiadis PINN 34 88 0 06 Oct 2021
Effects of Multi-Aspect Online Reviews with Unobserved Confounders: Estimation and Implication Lu Cheng Ruocheng Guo K. S. Candan Huan Liu CML 29 6 0 04 Oct 2021
Marginally calibrated response distributions for end-to-end learning in autonomous driving Clara Hoffmann Nadja Klein 26 2 0 03 Oct 2021
Scenario adaptive disruption prediction study for next generation burning-plasma tokamaks J. Zhu C. Rea R. Granetz E. Marmar K. Montes ... B. Shen B. Xiao D. Humphreys J. Barr O. Meneghini 28 16 0 18 Sep 2021
DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT Mingyuan Meng B. Gu Lei Bi Shaoli Song Dagan Feng Jinman Kim MedIm 32 38 0 16 Sep 2021
Multi-Task Learning with Sequence-Conditioned Transporter Networks M. H. Lim Andy Zeng Brian Ichter Maryam Bandari Erwin Coumans Claire Tomlin S. Schaal Aleksandra Faust 42 14 0 15 Sep 2021
Rapidly and accurately estimating brain strain and strain rate across head impact types with transfer learning and data fusion Xianghao Zhan Yuzhe Liu Nicholas J. Cecchi Olivier Gevaert M. Zeineh Gerald Grant David B. Camarillo 17 5 0 31 Aug 2021
Machine Learning for Performance Prediction of Spark Cloud Applications Alexandre Maros Fabricio Murai Ana Paula Couto da Silva Jussara M. Almeida M. Lattuada E. Gianniti Marjan Hosseini Danilo Ardagna 14 25 0 27 Aug 2021
Opportunistic Emulation of Computationally Expensive Simulations via Deep Learning Conrad Sanderson D. Pagendam B. Power Frederick Bennett Ross Darnell 34 2 0 25 Aug 2021
Energy time series forecasting-Analytical and empirical assessment of conventional and machine learning models Hala Hamdoun A. Sagheer Hassan A. Youness AI4TS 25 9 0 24 Aug 2021
Deep Learning-based Spacecraft Relative Navigation Methods: A Survey Jianing Song Duarte Rondao Nabil Aouf 15 76 0 19 Aug 2021
Relational Graph Convolutional Networks: A Closer Look Thiviyan Thanapalasingam Lucas van Berkel Peter Bloem Paul T. Groth GNN 19 19 0 21 Jul 2021
BRIMA: low-overhead BRowser-only IMage Annotation tool (Preprint) Tuomo Lahtinen Hannu Turtiainen Andrei Costin 22 9 0 13 Jul 2021
BCNet: A Deep Convolutional Neural Network for Breast Cancer Grading Pouya Hallaj Zavareh Atefeh Safayari Hamidreza Bolhasani 21 9 0 11 Jul 2021
Survey: Leakage and Privacy at Inference Time Marija Jegorova Chaitanya Kaul Charlie Mayor Alison Q. OÑeil Alexander Weir Roderick Murray-Smith Sotirios A. Tsaftaris PILM MIACV 33 71 0 04 Jul 2021
Model of the Weak Reset Process in HfOx Resistive Memory for Deep Learning Frameworks A. Majumdar M. Bocquet T. Hirtzlin Axel Laborieux Jacques-Olivier Klein E. Nowak Elisa Vianello J. Portal D. Querlioz 16 3 0 02 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 59 95 0 01 Jul 2021
Fast and Accurate Road Crack Detection Based on Adaptive Cost-Sensitive Loss Function Kai Li Bo Wang Ying-jie Tian Zhiquan Qi 26 43 0 29 Jun 2021
Physics-Informed Neural Networks for Minimising Worst-Case Violations in DC Optimal Power Flow Rahul Nellikkath Spyros Chatzivasileiadis PINN 21 32 0 28 Jun 2021
Transient Stability Analysis with Physics-Informed Neural Networks Jochen Stiasny Georgios S. Misyris Spyros Chatzivasileiadis PINN 29 13 0 25 Jun 2021
Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis Xianlong Zeng Simon M. Lin Chang Liu 30 6 0 23 Jun 2021
Fully automated quantification of in vivo viscoelasticity of prostate zones using magnetic resonance elastography with Dense U-net segmentation Nader Aldoj F. Biavati M. Dewey A. Hennemuth P. Asbach I. Sack 19 4 0 21 Jun 2021
Site-Agnostic 3D Dose Distribution Prediction with Deep Learning Neural Networks Maryam Mashayekhi Itzel Ramirez Tapia Anjali Balagopal Xinran Zhong A. Sadeghnejad-Barkousaraie R. Mcbeth Mu-Han Lin Steve B. Jiang D. Nguyen OOD MedIm 32 17 0 15 Jun 2021
A Minimalist Approach to Offline Reinforcement Learning Scott Fujimoto S. Gu OffRL 63 790 0 12 Jun 2021
PYROBOCOP : Python-based Robotic Control & Optimization Package for Manipulation and Collision Avoidance A. Raghunathan Devesh K. Jha Diego Romeres 38 26 0 06 Jun 2021
On the Strategyproofness of the Geometric Median El-Mahdi El-Mhamdi Sadegh Farhadkhani R. Guerraoui L. Hoang FedML 35 18 0 04 Jun 2021
CI-dataset and DetDSCI methodology for detecting too small and too large critical infrastructures in satellite images: Airports and electrical substations as case study Francisco Pérez-Hernández José Rodríguez-Ortega Y. Benhammou Francisco Herrera Siham Tabik 34 5 0 25 May 2021
Who/What is My Teammate? Team Composition Considerations in Human-AI Teaming Nathan J. Mcneese Beau G. Schelble L. Canonico Mustafa Demir 224 48 0 23 May 2021
Multi-Horizon Forecasting for Limit Order Books: Novel Deep Learning Approaches and Hardware Acceleration using Intelligent Processing Units Zihao Zhang S. Zohren 31 24 0 21 May 2021
Learning to Automatically Catch Potholes in Worldwide Road Scene Images J. Yebes David Montero Ignacio Arriola 16 23 0 17 May 2021
Deep learning in physics: a study of dielectric quasi-cubic particles in a uniform electric field Zhe Wang C. Guet 19 5 0 11 May 2021
Adaptive Latent Space Tuning for Non-Stationary Distributions A. Scheinker F. Cropp S. Paiagua D. Filippetto OOD 23 3 0 08 May 2021
Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer Mohamed S. Elmahdy Laurens Beljaards Sahar Yousefi Hessam Sokooti F. Verbeek U. A. van der Heide Marius Staring 34 21 0 05 May 2021
Improving Landslide Detection on SAR Data through Deep Learning Lorenzo Nava O. Monserrat F. Catani 14 49 0 03 May 2021
Scaling End-to-End Models for Large-Scale Multilingual ASR Yue Liu Ruoming Pang Tara N. Sainath Anmol Gulati Yu Zhang James Qin Parisa Haghani Wenjie Huang Min Ma Junwen Bai CLL 37 76 0 30 Apr 2021
Guided Table Structure Recognition through Anchor Optimization K. Hashmi D. Stricker Marcus Liwicki Muhammad Noman Afzal Muhammad Zeshan Afzal LMTD 50 28 0 21 Apr 2021
GPflux: A Library for Deep Gaussian Processes Vincent Dutordoir Hugh Salimbeni Eric Hambro John Mcleod Felix Leibfried A. Artemev Mark van der Wilk J. Hensman M. Deisenroth S. T. John GP 46 23 0 12 Apr 2021