| 2024 | Unifying Robust Activation Functions for Reduced Adversarial Vulnerability with the Parametric Generalized Gamma Function. | Sheila Alemany, Emma Worthington, Alberto Luis Dominguez, Ilan Grapel, Niki Pissinou |
| 2024 | Increasing Adversarial Robustness Around Uncertain Boundary Regions with Amodal Segmentation. | Sheila Alemany, Niki Pissinou, Brian Yang |
| 2024 | Training Deep Neural Classifiers with Soft Diamond Regularizers. | Olaoluwa Adigun, Bart Kosko |
| 2024 | Volumetric Feature Extraction from 2D Images Using Cubixels. | Sanad Aburass, Maha Abu Rumman |
| 2024 | An Innovative Approach for Human Activity Recognition Based on a Multi-Head Attention Mechanism. | Hussien AbdelRaouf, Mahmoud Abouyoussef, Mohamed I. Ibrahem |
| 2024 | Typicality for Information Retrieval with Application on Sample Size Reduction of High Dimensional Data. | Nada Abdalla, Muhammad Umar Javed, Damien Forthomme |
| 2024 | Toward Robust Generative AI Text Detection: Generalizable Neural Model. | Harika Abburi, Nirmala Pudota, Balaji Veeramani, Edward Bowen, Sanmitra Bhattacharya |
| 2023 | Few-Shot Image Classification for Rare Ocular Disease with an Ensemble of Pretrained Feature Extractors and a Statistical Classifier. | Sophia Zorek, Shengxin Luo, Vanessa Aguiar-Pulido |
| 2023 | Meta-Analysis of the Machine Learning Operations Open Source Ecosystem. | Isabel Zimmerman, Julia Silge, Paniz Abedin, Reinaldo Sanchez-Arias |
| 2023 | General Model for Manufacturing Defect Detection Crossing Multiple Products. | Longfei Zhou, Zhanghao Qin, Ping Xia, Jiabao Liu, Weihao Cheng, Yunwei Li, Leyi Ying, Qian Liu, Mengxin Liu, Gezhang Song, Zebo Huang, Zhou Hao |
| 2023 | Graph Pyramid Autoformer for Long- Term Traffic Forecasting. | Weiheng Zhong, Tanwi Mallick, Jane MacFarlane, Hadi Meidani, Prasanna Balaprakash |
| 2023 | PLSR: Unstructured Pruning with Layer-Wise Sparsity Ratio. | Haocheng Zhao, Limin Yu, Runwei Guan, Liye Jia, Junqing Zhang, Yutao Yue |
| 2023 | Towards the Diagnosis of Heart Disease Using an Ensemble Learning Approach. | Zheng Zhang, Liangliang Xu, Yida Bao, Sanjeev Baskiyar |
| 2023 | ConKGP: A Contrastive Learning Framework on Knowledge Graphs for Commonsense Reasoning with Perturbation. | Hongzhi Zhang, M. Omair Shafiq |
| 2023 | Multi-Label Classification of CS Papers Using Natural Language Processing Models. | Zheng Zhang, Amit Das, Mostafa Rahgouy, Yida Bao, Sanjeev Baskiyar |
| 2023 | Reliable Classification using Compact Support Probabilistic PCA. | Jason Zhang, Adrian Barbu |
| 2023 | Building Bridges of Knowledge: Innovating Education with Automated Crossword Generation. | Kamyar Zeinalipour, Tommaso Iaquinta, Giovanni Angelini, Leonardo Rigutini, Marco Maggini, Marco Gori |
| 2023 | Contrastive Pretraining of Regression Tasks in Reliability Forecasting of Automotive Electronics. | Emilio Zarbali, Alwin Hoffmann, Jonas Hepp |
| 2023 | Multi-Spectral Entropy Constrained Neural Compression of Solar Imagery. | Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel Da Silva |
| 2023 | DeepSC-Edge: Scientific Corrosion Segmentation with Edge-Guided and Class-Balanced Losses. | Biao Yin, Nicholas Josselyn, Thomas A. Considine, John V. Kelley, Berend C. Rinderspacher, Robert E. Jensen, James F. Snyder, Ziming Zhang, Elke A. Rundensteiner |
| 2023 | AlloyGAN: Domain-Promptable Generative Adversarial Network for Generating Aluminum Alloy Microstructures. | Biao Yin, Yangyang Fan, Nicholas Josselyn, Elke A. Rundensteiner |
| 2023 | Evaluating Machine Learning and Statistical Models for Greenland Subglacial Bed Topography. | Katherine Yi, Angelina Dewar, Tartela Tabassum, Jason Lu, Ray Chen, Homayra Alam, Omar Faruque, Sikan Li, Mathieu Morlighem, Jianwu Wang |
| 2023 | Multitask Learning for Time Series Data with 2D Convolution. | Chin-Chia Michael Yeh, Xin Dai, Yan Zheng, Junpeng Wang, Huiyuan Chen, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang |
| 2023 | Fracture Estimation Based on Deformation History with Recurrent Neural Networks. | Muhammed Adil Yatkin, Mihkel Krgesaar |
| 2023 | A Genetic Algorithm for Combinational Logic Circuit Synthesis Using Directed Graph Primitives. | Richard C. Yarnell, Pierce Powell, Ronald F. DeMara, Annie S. Wu |