| 2022 | Stragglers Are Not Disasters: A Hybrid Federated Learning Framework with Delayed Gradients. | Xingyu Li, Zhe Qu, Bo Tang, Zhuo Lu |
| 2022 | Fast Counterfactual Explanation for Solar Flare Prediction. | Peiyu Li, Omar Bahri, Soukana Filali Boubrahimi, Shah Muhammad Hamdi |
| 2022 | Comparative Study on 1.5T - 3T MRI Conversion through Deep Neural Network Models. | Binhua Liao, Yani Chen, Zhewei Wang, Charles D. Smith, Jundong Liu |
| 2022 | Autoencoder Feature Residuals for Network Intrusion Detection: Unsupervised Pre-training for Improved Performance. | Brian Lewandowski, Randy C. Paffenroth |
| 2022 | Fine-grained analysis of the transformer model for efficient pruning. | Leila Ben Letaifa, Jean-Luc Rouas |
| 2022 | Feature Reduction Method Comparison Towards Explainability and Efficiency in Cybersecurity Intrusion Detection Systems. | Adam Lehavi, Seongtae Kim |
| 2022 | The Performance-Actionability Trade-Off in Retention Prediction at Middle School. | Susana Lavado, Miguel Mateus, Leid Zejnilovic |
| 2022 | A Deep Learning based Hand Gesture Recognition on a Low-power Microcontroller using IMU Sensors. | Daniel Lauss, Florian Eibensteiner, Phillip Petz |
| 2022 | Post-Training Quantization for Energy Efficient Realization of Deep Neural Networks. | Cecilia Latotzke, Batuhan Balim, Tobias Gemmeke |
| 2022 | Pose Estimation for Future Prediction of Falling. | Evan Kurpiewski, Glstan Dogan |
| 2022 | Multi-view Contrastive Multiple Knowledge Graph Embedding for Knowledge Completion. | Mori Kurokawa, Kei Yonekawa, Shuichiro Haruta, Tatsuya Konishi, Hideki Asoh, Chihiro Ono, Masafumi Hagiwara |
| 2022 | Dynamic Binary Cross Entropy: An effective and quick method for model convergence. | Chinmay Kulkarni, Mohith Rajesh, Shylaja S. Sharath |
| 2022 | BlinkNet: Software-Defined Deep Learning Analytics with Bounded Resources. | Brian Koga, Theresa VanderWeide, Xinghui Zhao, Xuechen Zhang |
| 2022 | Towards Graph Representation based Re-Identification of Chipwood Pallet Blocks. | Simon Klttermann, Jrme Rutinowski, Christopher Reining, Moritz Roidl, Emmanuel Mller |
| 2022 | Evolutionary Neural Architecture Search for Traffic Forecasting. | Daniel Klosa, Christof Bskens |
| 2022 | Adversarial Attacks on Deep Temporal Point Process. | Samira Khorshidi, Bao Wang, George O. Mohler |
| 2022 | A New Framework to Assess the Individual Fairness of Probabilistic Classifiers. | Muhammad Fawad Akbar Khan, Hamid Karimi |
| 2022 | DDSupport: Language Learning Support System that Displays Differences and Distances from Model Speech. | Kazuki Kawamura, Jun Rekimoto |
| 2022 | IDPS Signature Classification with a Reject Option and the Incorporation of Expert Knowledge. | Hidetoshi Kawaguchi, Yuichi Nakatani, Shogo Okada |
| 2022 | Aspect-based Sentiment Analysis of English and Hindi Opinionated Social Media Texts. | K. M. Kavitha, A Nishmitha, Gowda Karthik Balgopal, Kausalya K. Naik, Mranali Gourish Gaonkar |
| 2022 | Active Learning with Combinatorial Coverage. | Sai Prathyush Katragadda, Tyler Cody, Peter A. Beling, Laura J. Freeman |
| 2022 | Decision Boundaries of Deep Neural Networks. | Hamid Karimi, Tyler Derr |
| 2022 | CandyRL: A Hybrid Reinforcement Learning Model for Gameplay. | Sara Karimi, Sahar Asadi, Francesco Lorenzo, Amir Hossein Payberah |
| 2022 | Predicting Clinical Events via Graph Neural Networks. | Teja Kanchinadam, Shaheen Gauher |
| 2022 | Deep object detection for waterbird monitoring using aerial imagery. | Krish Kabra, Alexander Xiong, Wenbin Li, Minxuan Luo, William Lu, Tianjiao Yu, Jiahui Yu, Dhananjay Singh, Raul Garcia, Maojie Tang, Hank Arnold, Anna Vallery, Richard Gibbons, Arko Barman |