| 2021 | Deep Learning for Range Localization via Over-Water Electromagnetic Signals. | Evan C. Witz, Maria Barger, Randy C. Paffenroth |
| 2021 | Deep Metric Learning for Code Authorship Attribution and Verification. | Riley White, Nathan Sprague |
| 2021 | Recurrence Plot Spacial Pyramid Pooling Network for Appliance Identification in Non-Intrusive Load Monitoring. | Marc Wenninger, Sebastian P. Bayerl, Andreas Maier, Jochen Schmidt |
| 2021 | Pairwise Margin Maximization for Deep Neural Networks. | Berry Weinstein, Shai Fine, Yacov Hel-Or |
| 2021 | Operationalizing Convolutional Neural Network Architectures for Prohibited Object Detection in X-Ray Imagery. | Thomas W. Webb, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon |
| 2021 | Learning Mathematical Relations Using Deep Tree Models. | Sebastian Wankerl, Andrzej Dulny, Gerhard Gtz, Andreas Hotho |
| 2021 | Dual-CLVSA: a Novel Deep Learning Approach to Predict Financial Markets with Sentiment Measurements. | Jia Wang, Hongwei Zhu, Jiancheng Shen, Yu Cao, Benyuan Liu |
| 2021 | Robo-Advising: Enhancing Investment with Inverse Optimization and Deep Reinforcement Learning. | Haoran Wang, Shi Yu |
| 2021 | Building Action Sets in a Deep Reinforcement Learner. | Yongzhao Wang, Arunesh Sinha, Sky CH-Wang, Michael P. Wellman |
| 2021 | Learn to Trace Odors: Autonomous Odor Source Localization via Deep Learning Methods. | Lingxiao Wang, Shuo Pang, Jinlong Li |
| 2021 | Text Mining Approach To Predict Non-Adherence. | Yufan Wang, Mahsa Mohaghegh |
| 2021 | CONetV2: Efficient Auto-Channel Size Optimization for CNNs. | Yi Ru Wang, Samir Khaki, Weihang Zheng, Mahdi S. Hosseini, Konstantinos N. Plataniotis |
| 2021 | Optimizing Multi-Stage Hydraulic Fracturing Treatments for Economical Production in Permian Basin Using Machine Learning. | Yanfang Wang, Jianhua Chen, Seung Kam, Anqi Bao |
| 2021 | Contraband Materials Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery. | Qian Wang, Toby P. Breckon |
| 2021 | Auto Encoder Based Image Inpainting Model Using Multi Layer Latent Representations. | M. M. P. N. Walgampaya, Nihal D. Kodikara, Pradeepa Samarasinghe |
| 2021 | PollenGAN: Synthetic Pollen Grain Image Generation for Data Augmentation. | Philipp Viertel, Matthias Knig, Jan Rexilius |
| 2021 | An Unsupervised Learning Methodology for Increasing Human Productivity via VR Training. | Srgio Viademonte, Bruno Duarte Gomes, Ana Carolina Quintao Siravenha, Walisson Cardoso Gomes, Caio Rodrigues, Renan Arthur Tourinho |
| 2021 | AuTGeLy: Automatic Title Generator based on Song Lyrics Extractions. | Diego Vallejo-Huanga, Esteban Carrera, Jonathan Maay |
| 2021 | Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval. | Kazuya Ueki |
| 2021 | Con Connections: Detecting Fraud from Abstracts using Topological Data Analysis. | Sarah Tymochko, Julien Chaput, Timothy Doster, Emilie Purvine, Jackson Warley, Tegan Emerson |
| 2021 | Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. | Violeta Teodora Trifunov, Maha Shadaydeh, Bjrn Barz, Joachim Denzler |
| 2021 | EMU: Early Mental Health Uncovering Framework and Dataset. | M. L. Tlachac, Ermal Toto, Joshua Lovering, Rimsha Kayastha, Nina Taurich, Elke A. Rundensteiner |
| 2021 | Distance Ordering: A Deep Supervised Metric Learning for Pain Intensity Estimation. | Jie Ting, Yi-Cheng Yang, Li-Chen Fu, Chu-Lin Tsai, Chien-Hua Huang |
| 2021 | An Effective Baseline for Robustness to Distributional Shift. | Sunil Thulasidasan, Sushil Thapa, Sayera Dhaubhadel, Gopinath Chennupati, Tanmoy Bhattacharya, Jeff A. Bilmes |
| 2021 | AlphaRA: An AlphaZero based approach to Redundancy Analysis. | Helik Kanti Thacker, Atishay Kumar, Adrita Barari, Damini, Ankit Gupta, Keerthi Kiran Jagannathachar, Deokgu Yoon |