Title
Generalized Sum Pooling for Metric Learning †. YetiZ.Gürbüz Ozan Sener Alatan RSiM FedML 43 6 0 18 Aug 2023
Distributed Extra-gradient with Optimal Complexity and Communication Guarantees Ali Ramezani-Kebrya Kimon Antonakopoulos Igor Krawczuk Justin Deschenaux V. Cevher 41 3 0 17 Aug 2023
ZhiJian: A Unifying and Rapidly Deployable Toolbox for Pre-trained Model Reuse Yi-Kai Zhang Lu Ren Chao Yi Qiwen Wang De-Chuan Zhan Han-Jia Ye 23 2 0 17 Aug 2023
Separable Gaussian Neural Networks: Structure, Analysis, and Function Approximations S. Xing Jianqiao Sun 22 6 0 13 Aug 2023
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters Jiajun Huang Sheng Di Xiaodong Yu Yujia Zhai Jinyang Liu ... Xiaoyi Lu Zizhong Chen Franck Cappello Yan-Hua Guo R. Thakur 15 8 0 09 Aug 2023
Deep Generative Networks for Heterogeneous Augmentation of Cranial Defects K. Kwarciak Marek Wodzinski MedIm 19 4 0 09 Aug 2023
System Identification and Control of Front-Steered Ackermann Vehicles through Differentiable Physics B. M. Gonultas Pratik Mukherjee O. G. Poyrazoglu Volkan Isler 24 3 0 07 Aug 2023
Meta-learning in healthcare: A survey Alireza Rafiei Ronald Moore S. Jahromi F. Hajati Rishikesan Kamaleswaran 30 8 0 05 Aug 2023
Deep Learning-based Prediction of Stress and Strain Maps in Arterial Walls for Improved Cardiovascular Risk Assessment Yasin Shokrollahi Pengfei Dong Xianqi Li Linxia Gu MedIm 27 3 0 03 Aug 2023
End-to-End Reinforcement Learning of Koopman Models for Economic Nonlinear Model Predictive Control Daniel Mayfrank Alexander Mitsos Manuel Dahmen 29 3 0 03 Aug 2023
Text Analysis Using Deep Neural Networks in Digital Humanities and Information Science Omri Suissa Avshalom Elmalech M. Zhitomirsky-Geffet AI4CE 9 45 0 30 Jul 2023
Pupil Learning Mechanism R. Tsaih Yu-Hang Chien S. Chien 18 0 0 30 Jul 2023
Evaluating the Robustness of Test Selection Methods for Deep Neural Networks Qiang Hu Yuejun Guo Xiaofei Xie Maxime Cordy Wei Ma Mike Papadakis Yves Le Traon NoLa OOD 35 4 0 29 Jul 2023
JFinder: A Novel Architecture for Java Vulnerability Identification Based Quad Self-Attention and Pre-training Mechanism Jin Wang Zishan Huang Hui Xiao Yinhao Xiao 51 2 0 29 Jul 2023
Bug Characterization in Machine Learning-based Systems Mohammad Mehdi Morovati Amin Nikanjam Florian Tambon Foutse Khomh Zhen Ming Z. Jiang 31 20 0 26 Jul 2023
An Empirical Study on Bugs Inside PyTorch: A Replication Study Sharon Chee Yin Ho Vahid Majdinasab Mohayeminul Islam D. Costa Emad Shihab Foutse Khomh Sarah Nadi Muhammad Raza 20 6 0 25 Jul 2023
Multi-GPU Approach for Training of Graph ML Models on large CFD Meshes Sebastian Strönisch Maximilian Sander A. Knüpfer M. Meyer AI4CE 30 8 0 25 Jul 2023
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-Identification Haocong Rao Cyril Leung Steven C. H. Hoi 3DH 41 8 0 24 Jul 2023
KheOps: Cost-effective Repeatability, Reproducibility, and Replicability of Edge-to-Cloud Experiments Daniel Rosendo K. Keahey Alexandru Costan Matthieu Simonin P. Valduriez Gabriel Antoniu 24 4 0 24 Jul 2023
Monadic Deep Learning Bo Yang Kirisame Marisa Kai Shi 16 0 0 23 Jul 2023
Project Florida: Federated Learning Made Easy Daniel Madrigal Diaz Andre Manoel Jia-Lve Chen Nalin Singal Robert Sim 30 4 0 21 Jul 2023
Uncertainty Quantification for Molecular Property Predictions with Graph Neural Architecture Search Shengli Jiang Shiyi Qin Reid C. Van Lehn Prasanna Balaprakash Victor M. Zavala AI4CE 36 7 0 19 Jul 2023
Accurate deep learning sub-grid scale models for large eddy simulations Rikhi Bose Anisha Roy 36 10 0 19 Jul 2023
UniMatch: A Unified User-Item Matching Framework for the Multi-purpose Merchant Marketing Qifang Zhao Tianyu Li Meng Du Yu-lin Jiang Qinghui Sun Zhongyao Wang Hong Liu Huan Xu 29 1 0 19 Jul 2023
Cryo-forum: A framework for orientation recovery with uncertainty measure with the application in cryo-EM image analysis Szu-Chi Chung 27 1 0 19 Jul 2023
Deep unrolling Shrinkage Network for Dynamic MR imaging Yinghao Zhang Xiaodi Li Weihang Li Yue Hu 40 4 0 19 Jul 2023
Physics-based Reduced Order Modeling for Uncertainty Quantification of Guided Wave Propagation using Bayesian Optimization G. Drakoulas T. Gortsas D. Polyzos 45 2 0 18 Jul 2023
Exploiting Field Dependencies for Learning on Categorical Data Zhibin Li Piotr Koniusz Lu Zhang D. Pagendam Peyman Moghadam 36 4 0 18 Jul 2023
Forward Laplacian: A New Computational Framework for Neural Network-based Variational Monte Carlo Rui Li Hao-Tong Ye Du Jiang Xuelan Wen Chuwei Wang ... Xiang Li Di He Ji Chen Weiluo Ren Liwei Wang 46 10 0 17 Jul 2023
EasyTPP: Towards Open Benchmarking Temporal Point Processes Siqiao Xue Xiaoming Shi Zhixuan Chu Yan Wang Hongyan Hao ... Chenyuan Pan James Y. Zhang Qingsong Wen Junqing Zhou Hongyuan Mei AI4TS 46 29 0 16 Jul 2023
Towards Generalizable Detection of Urgency of Discussion Forum Posts Valdemar Švábenský Ryan S. Baker A. F. Zambrano Yishan Zou Stefan Slater 33 4 0 14 Jul 2023
MGit: A Model Versioning and Management System Wei Hao Daniel Mendoza Rafael Ferreira da Silva Deepak Narayanan Amar Phanishayee VLM 27 1 0 14 Jul 2023
Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devices Zitha Sasindran Harsha Yelchuri T. V. Prabhakar FedML 34 4 0 14 Jul 2023
Full-resolution Lung Nodule Segmentation from Chest X-ray Images using Residual Encoder-Decoder Networks M. J. Horry Subrata Chakraborty B. Pradhan M. Paul Jing Zhu P. Barua Usha R. Acharya Fang Chen Jianlong Zhou MedIm 26 0 0 13 Jul 2023
Stochastic Delay Differential Games: Financial Modeling and Machine Learning Algorithms R. Balkin Héctor D. Ceniceros Ruimeng Hu 26 2 0 12 Jul 2023
On Collaboration in Distributed Parameter Estimation with Resource Constraints Y. Chen Daniel S. Menasché Don Towsley 52 0 0 12 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Mian OffRL 70 544 0 12 Jul 2023
Operational Support Estimator Networks Mete Ahishali Mehmet Yamaç S. Kiranyaz Moncef Gabbouj 45 0 0 12 Jul 2023
Pathway: a fast and flexible unified stream data processing framework for analytical and Machine Learning applications M. Bartoszkiewicz J. Chorowski A. Kosowski Jakub M. Kowalski S. Kulik ... Krzysztof Nowicki Kamila Piechowiak Olivier Ruas Zuzanna Stamirowska P. Uznański AI4TS 16 0 0 12 Jul 2023
Contrastive Learning for Conversion Rate Prediction W. Ouyang Rui Dong Xiuwu Zhang Chao Guo Jinmei Luo Xiangzheng Liu Yanlong Du 16 0 0 12 Jul 2023
tdCoxSNN: Time-Dependent Cox Survival Neural Network for Continuous-time Dynamic Prediction Lang Zeng Jipeng Zhang Wei Chen Ying Ding 18 2 0 12 Jul 2023
A DeepLearning Framework for Dynamic Estimation of Origin-Destination Sequence Zheli Xiong Defu Lian Enhong Chen Gang Chen Xiaomin Cheng AI4TS 26 1 0 11 Jul 2023
PowerFusion: A Tensor Compiler with Explicit Data Movement Description and Instruction-level Graph IR Zixuan Ma Haojie Wang Jingze Xing Liyan Zheng Chen Zhang Huanqi Cao Kezhao Huang Shizhi Tang Penghan Wang Jidong Zhai GNN 39 1 0 11 Jul 2023
DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization Simin Chen Shiyi Wei Cong Liu Wei Yang 31 6 0 11 Jul 2023
Feature selection simultaneously preserving both class and cluster structures Suchismita Das Nikhil Pal 15 0 0 08 Jul 2023
Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device Performance Vidushi Sharma Maxwell J. Giammona Dmitry Zubarev Andy Tek Khanh Nugyuen Linda Sundberg D. Congiu Young-Hye La 27 11 0 07 Jul 2023
FLuID: Mitigating Stragglers in Federated Learning using Invariant Dropout Irene Wang Prashant J. Nair Divyat Mahajan 22 12 0 05 Jul 2023
LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study Matteo Prata Giuseppe Masi Leonardo Berti Viviana Arrigoni Andrea Coletta Irene Cannistraci Svitlana Vyetrenko Paola Velardi N. Bartolini 32 8 0 05 Jul 2023
Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives Moming Duan Qinbin Li Linshan Jiang Bingsheng He FedML 39 4 0 05 Jul 2023
Passive Query-Recovery Attack Against Secure Conjunctive Keyword Search Schemes Marco Dijkslag Marc Damie Florian Hahn Andreas Peter 16 4 0 03 Jul 2023