| 2021 | Assessing Eurosystem Policy Rules By Applying Deep Learning Approach. | Januj Amar Juneja, A. D. Amar |
| 2021 | IVDR: Imitation learning with Variational inference and Distributional Reinforcement learning to find Optimal Driving Strategy. | Kihyung Joo, Simon S. Woo |
| 2021 | Robust Thresholding Strategies for Highly Imbalanced and Noisy Data. | Justin M. Johnson, Taghi M. Khoshgoftaar |
| 2021 | A Contrastive Learning Approach to Auroral Identification and Classification. | Jeremiah W. Johnson, Swathi Hari, Donald Hampton, Hyunju K. Connor, Amy Keesee |
| 2021 | Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial Images. | Pierre Le Jeune, Mustapha Lebbah, Anissa Mokraoui, Hanene Azzag |
| 2021 | How Dense Autoencoders can still Achieve the State-of-the-art in Time-Series Anomaly Detection. | Louis Jensen, Jayme Fosa, Ben Teitelbaum, Peter Chin |
| 2021 | A Physics-Informed Graph Attention-based Approach for Power Flow Analysis. | Ashkan B. Jeddi, Abdollah Shafieezadeh |
| 2021 | Towards Knowledge-aware Few-shot Learning with Ontology-based n-ball Concept Embeddings. | Mirantha Jayathilaka, Tingting Mu, Uli Sattler |
| 2021 | SwiftLane: Towards Fast and Efficient Lane Detection. | Oshada Jayasinghe, Damith Anhettigama, Sahan Hemachandra, Shenali Kariyawasam, Ranga Rodrigo, Peshala Jayasekara |
| 2021 | Aspect Oriented Suggestion Extraction from Online Reviews. | Tharushi Jayasekara, Ruvan Weerasinghe, Viraj Welgama |
| 2021 | Understanding Traffic Cruising Causation Via Parking Data Enhancement. | Mirza Jasarevic, Veselka Boeva, Fredrik Sjlin, Per-Olav Gramstad |
| 2021 | In Search of Probeable Generalization Measures. | Jonathan Jaegerman, Khalil Damouni, Mahdi S. Hosseini, Konstantinos N. Plataniotis |
| 2021 | Is Your Time Well Spent Online?: Focusing on Quality Experiences Through a User-Centered Recommendation Algorithm and Simulation Model. | Rania Islambouli, Sandy Ingram, Denis Gillet |
| 2021 | Regularized Sequential Latent Variable Models with Adversarial Neural Networks. | Jin Huang, Ming Xiao |
| 2021 | Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder. | Yi Huang, Yihui Ren, Shinjae Yoo, Jin Huang |
| 2021 | Automated Antenna Testing Using Encoder-Decoder-based Anomaly Detection. | Hans Hao-Hsun Hsu, Jiawen Xu, Ravi Sama, Matthias Kovatsch |
| 2021 | ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks. | Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Lei Pan, Xingjun Ma, Sutharshan Rajasegarar, Chandan Karmaker |
| 2021 | Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence Attention. | Tak-Sung Heo, Yongmin Yoo, Yeongjoon Park, Byeong-Cheol Jo, Kyounguk Lee, Kyungsun Kim |
| 2021 | Perceptually Constrained Fast Adversarial Audio Attacks. | Jason Henry, Mehmet Ergezer, Marko Orescanin |
| 2021 | Modeling and Predicting Online Learning Activities of Students: An HMM-LSTM based Hybrid Solution. | Alexis Amezaga Hechavarria, M. Omair Shafiq |
| 2021 | Predicting Cognitive Load using Parameter-optimized CNN from Spatial-Spectral Representation of EEG Recordings. | Felix Havugimana, Mohammed Bany Muhammad, Kazi Ashraf Moinudin, Mohammed Yeasin |
| 2021 | Detecting SSH and FTP Brute Force Attacks in Big Data. | John T. Hancock, Taghi M. Khoshgoftaar, Joffrey L. Leevy |
| 2021 | An Empirical Evaluation of the t-SNE Algorithm for Data Visualization in Structural Engineering. | Parisa Hajibabaee, Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili |
| 2021 | A Machine Learning Pipeline to Examine Political Bias with Congressional Speeches. | Prasad Hajare, Sadia Kamal, Siddharth Krishnan, Arunkumar Bagavathi |
| 2021 | COCLUBERT: Clustering Machine Learning Source Code. | Marcus Hgglund, Francisco J. Pea, Sepideh Pashami, Ahmad Al-Shishtawy, Amir Hossein Payberah |