Title
Comparative analysis of segmentation and generative models for fingerprint retrieval task Megha Patel Devarsh Patel Sarthak Patel 21 0 0 13 Sep 2022
Parallel MCMC Algorithms: Theoretical Foundations, Algorithm Design, Case Studies N. Glatt-Holtz Andrew J Holbrook J. Krometis Cecilia F. Mondaini 23 10 0 10 Sep 2022
LSDNet: Trainable Modification of LSD Algorithm for Real-Time Line Segment Detection L. Teplyakov Leonid Erlygin E. Shvets 42 16 0 10 Sep 2022
Kernel-Segregated Transpose Convolution Operation Vijay Srinivas Tida Sai Venkatesh Chilukoti X. Hei Sonya Hsu ViT 31 2 0 08 Sep 2022
Inverse modeling of nonisothermal multiphase poromechanics using physics-informed neural networks Daniel Amini E. Haghighat R. Juanes PINN AI4CE 35 33 0 07 Sep 2022
VulCurator: A Vulnerability-Fixing Commit Detector Truong-Giang Nguyen Thanh Le-Cong Hong Jin Kang X. Le David Lo 33 20 0 07 Sep 2022
Efficient Implementation of Non-linear Flow Law Using Neural Network into the Abaqus Explicit FEM code Olivier Pantalé Pierre Tize Mha A. Tongne 14 11 0 07 Sep 2022
Neural Networks Optimized by Genetic Algorithms in Cosmology Isidro Gómez-Vargas Joshua Briones Andrade J. A. Vázquez 20 12 0 06 Sep 2022
How important are activation functions in regression and classification? A survey, performance comparison, and future directions Ameya Dilip Jagtap George Karniadakis AI4CE 45 71 0 06 Sep 2022
Utilizing Post-Hurricane Satellite Imagery to Identify Flooding Damage with Convolutional Neural Networks Jimmy Bao 13 0 0 05 Sep 2022
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets Benjamin Billot C. Magdamo You Cheng S. Arnold Sudeshna Das Juan Eugenio Iglesias 29 98 0 05 Sep 2022
Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study Khushal Sethi V. Parmar Manan Suri 27 14 0 03 Sep 2022
Machine learning for dynamically predicting the onset of renal replacement therapy in chronic kidney disease patients using claims data D. Martinez Christina W. Chen Ming-Jun Chen OOD 11 2 0 03 Sep 2022
Neighborhood-aware Scalable Temporal Network Representation Learning Yu Luo Pan Li GNN AI4TS 29 48 0 02 Sep 2022
Python Implementation of the Dynamic Distributed Dimensional Data Model Hayden Jananthan Lauren Milechin Michael Jones William Arcand William Bergeron ... Albert Reuther Antonio Rosa S. Samsi Charles Yee J. Kepner GP 18 2 0 01 Sep 2022
Generating Coherent Drum Accompaniment With Fills And Improvisations Rishabh A. Dahale Vaibhav Talwadker Preeti Rao Prateek Verma 35 3 0 01 Sep 2022
The Infinitesimal Jackknife and Combinations of Models Indrayudh Ghosal Yunzhe Zhou Giles Hooker 44 4 0 31 Aug 2022
ARMA Cell: A Modular and Effective Approach for Neural Autoregressive Modeling Philipp Schiele Christoph Berninger David Rügamer AI4TS 33 2 0 31 Aug 2022
pPython for Parallel Python Programming Chansup Byun William Arcand David Bestor Bill Bergeron V. Gadepally ... Albert Reuther Antonio Rosa S. Samsi Charles Yee J. Kepner GP 16 4 0 31 Aug 2022
6IMPOSE: Bridging the Reality Gap in 6D Pose Estimation for Robotic Grasping H. Cao Lukas Dirnberger Daniele Bernardini C. Piazza Marco Caccamo 39 9 0 30 Aug 2022
EasyScale: Accuracy-consistent Elastic Training for Deep Learning Mingzhen Li Wencong Xiao Biao Sun Hanyu Zhao Hailong Yang ... Xianyan Jia Yi Liu Yong Li Wei Lin D. Qian 29 7 0 30 Aug 2022
A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters Pierrick Pochelu S. Petiton B. Conche AI4CE 37 2 0 30 Aug 2022
Reducing Impacts of System Heterogeneity in Federated Learning using Weight Update Magnitudes Irene Wang 37 1 0 30 Aug 2022
$Data-driven soliton mappings for integrable fractional nonlinear wave equations via deep learning with Fourier neural operator$ Data-driven soliton mappings for integrable fractional nonlinear wave equations via deep learning with Fourier neural operator Ming Zhong Zhenya Yan 27 15 0 29 Aug 2022
Affinity-Aware Resource Provisioning for Long-Running Applications in Shared Clusters Clément Mommessin Renyu Yang N. V. Shakhlevich Xiaoyang Sun Shylendra Kumar Junqing Xiao Jie Xu 18 10 0 26 Aug 2022
Ab-initio quantum chemistry with neural-network wavefunctions J. Hermann J. Spencer Kenny Choo Antonio Mezzacapo W. Foulkes David Pfau Giuseppe Carleo Frank Noé AI4CE 42 73 0 26 Aug 2022
Time-to-Green predictions for fully-actuated signal control systems with supervised learning Alexander Genser M. Makridis Kaidi Yang Lukas Ambühl M. Menéndez Anastasios Kouvelas 11 7 0 24 Aug 2022
TESTSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination Mengdi Zhang Jun Sun Jingyi Wang Bing-Jie Sun 21 14 0 24 Aug 2022
Evolutionary Quantum Architecture Search for Parametrized Quantum Circuits Lidong Ding Lee Spector 29 15 0 23 Aug 2022
Multi-domain Learning for Updating Face Anti-spoofing Models Xiao Guo Yaojie Liu Anil Jain Xiaoming Liu CLL CVBM 37 30 0 23 Aug 2022
Reduced-PINN: An Integration-Based Physics-Informed Neural Networks for Stiff ODEs P. Nasiri R. Dargazany PINN 32 2 0 23 Aug 2022
$Time-lapse image classification using a diffractive neural network$ Time-lapse image classification using a diffractive neural network Md. Sadman Sakib Rahman Aydogan Ozcan 44 15 0 23 Aug 2022
Individual Tree Detection in Large-Scale Urban Environments using High-Resolution Multispectral Imagery Jonathan D. Ventura Camille Pawlak Milo Honsberger Cameron Gonsalves Julian Rice ... Keilana Sugano J. Doremus Andrew Fricker J. Yost Matthew K. Ritter 27 18 0 22 Aug 2022
Machine Learning with Confidential Computing: A Systematization of Knowledge Fan Mo Zahra Tarkhani Hamed Haddadi 50 9 0 22 Aug 2022
Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation Wentao Chao Xuechun Wang Yingqian Wang Liang Chang Fuqing Duan 43 30 0 20 Aug 2022
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation Guotai Wang Xiangde Luo Ran Gu Shuojue Yang Yijie Qu Shuwei Zhai Qianfei Zhao Kang Li Shaoting Zhang VLM 33 35 0 19 Aug 2022
L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training Jonghyun Bae W. Baek Tae Jun Ham Jae W. Lee 28 1 0 18 Aug 2022
Detection and Mitigation of Byzantine Attacks in Distributed Training Konstantinos Konstantinidis Namrata Vaswani Aditya Ramamoorthy AAML 37 0 0 17 Aug 2022
Enhancing Audio Perception of Music By AI Picked Room Acoustics Prateek Verma J. Berger 24 0 0 16 Aug 2022
NMPC-LBF: Nonlinear MPC with Learned Barrier Function for Decentralized Safe Navigation of Multiple Robots in Unknown Environments Amir Salimi Lafmejani Spring Berman Georgios Fainekos 26 12 0 16 Aug 2022
QuickSkill: Novice Skill Estimation in Online Multiplayer Games Chaoyun Zhang Kai Wang Hao Chen Ge Fan Yingjie Li Lifang Wu Bingchao Zheng 19 8 0 15 Aug 2022
OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms Jiafan Zhuang Xiansong Huang Yang Yang Jiancong Chen Yue Yu Wei-Nan Gao Ge Li Jie Chen Tong Zhang VLM 30 5 0 11 Aug 2022
PROFET: Profiling-based CNN Training Latency Prophet for GPU Cloud Instances Sungjae Lee Y. Hur Subin Park Kyungyong Lee 21 1 0 10 Aug 2022
On Fast Simulation of Dynamical System with Neural Vector Enhanced Numerical Solver Zhongzhan Huang Senwei Liang Hong Zhang Haizhao Yang Liang Lin AI4CE 43 8 0 07 Aug 2022
Fixed-Point Automatic Differentiation of Forward--Backward Splitting Algorithms for Partly Smooth Functions Sheheryar Mehmood Peter Ochs 47 3 0 05 Aug 2022
A Container-Based Workflow for Distributed Training of Deep Learning Algorithms in HPC Clusters Jose González-Abad Álvaro López García Valentin Kozlov 8 6 0 04 Aug 2022
SuperLine3D: Self-supervised Line Segmentation and Description for LiDAR Point Cloud Xiangrui Zhao Sheng Yang Tianxin Huang Jun Chen Teng Ma Ming Li Yang Liu 3DPC 30 10 0 03 Aug 2022
Coarse-to-Fine Knowledge-Enhanced Multi-Interest Learning Framework for Multi-Behavior Recommendation Chang Meng Ziqi Zhao Wei Guo Yingxue Zhang Haolun Wu Chen Gao Dong Li Xiu Li Ruiming Tang 36 22 0 03 Aug 2022
COMET: Coverage-guided Model Generation For Deep Learning Library Testing Meiziniu Li Jialun Cao Yongqiang Tian T. Li Ming Wen Shing-Chi Cheung VLM 26 19 0 02 Aug 2022
OLLIE: Derivation-based Tensor Program Optimizer Liyan Zheng Haojie Wang Jidong Zhai Muyan Hu Zixuan Ma Tuowei Wang Shizhi Tang Lei Xie Kezhao Huang Zhihao Jia 46 3 0 02 Aug 2022