| 2022 | Topological Regularization for Dense Prediction. | Deqing Fu, Bradley J. Nelson |
| 2022 | Deep Learning and Pattern-based Methodology for Multivariable Sensor Data Regression. | Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar, Matthew J. Darr |
| 2022 | ML Democracy: An Enhanced Voting Algorithm for Model Selection for Efficient EEG Data Assessment. | Timothy Flavin, Thomas Steiner, John Reaves, Julian Abhari, Zoe Delap, Bhaskar Mitra, Vidhyashree Nagaraju |
| 2022 | A Robust Approach to Fine-tune Pre-trained Transformer-based models for Text Summarization through Latent Space Compression. | Ala Alam Falaki, Robin Gras |
| 2022 | Universal Thompson Sampling. | Marco Faella, Luigi Sauro |
| 2022 | Distribution Based Upper Lower Bound Estimation In Deep Neural Nets. | Muluken Regas Eressa, Hakim Badis, Dorian Grosso |
| 2022 | One-Shot Federated Group Collaborative Filtering. | Maksim Ekin Eren, Manish Bhattarai, Nicholas Solovyev, Luke E. Richards, Roberto Yus, Charles Nicholas, Boian S. Alexandrov |
| 2022 | Audio Classification of Low Feature Spectrograms Utilizing Convolutional Neural Networks. | Noel Elias |
| 2022 | Knowledge-based Deep Learning for Modeling Chaotic Systems. | Zakaria Elabid, Tanujit Chakraborty, Abdenour Hadid |
| 2022 | Contingency-constrained economic dispatch with safe reinforcement learning. | Michael Eichelbeck, Hannah Markgraf, Matthias Althoff |
| 2022 | On the Trade-off Between Benefit and Contribution for Clients in Federated Learning in Healthcare. | Christoph Dsing, Philipp Cimiano |
| 2022 | XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values. | Anand Dubey, Niall Lyons, Avik Santra, Ashutosh Pandey |
| 2022 | Real-Time Facial Emotion Detection Through the Use of Machine Learning and On-Edge Computing. | Ashley Dowd, Navid Hashemi Tonekaboni |
| 2022 | Graph-based Recommendation using Graph Neural Networks. | Marco Dossena, Christopher Irwin, Luigi Portinale |
| 2022 | Behavior Sequence Transformer Applied on SERP Evaluation and Model Interpretation. | Xiaoyu Dong, Shen Shen, Jinkang Jia, Lianzhao Yu, Yifan Wang, Po Zhang |
| 2022 | VDGraph2Vec: Vulnerability Detection in Assembly Code using Message Passing Neural Networks. | Ashita Diwan, Miles Q. Li, Benjamin C. M. Fung |
| 2022 | Context-aware Attention U-Net for the segmentation of pores in Lamina Cribrosa using partial points annotation. | Nan Ding, Hlne Urien, Florence Rossant, Jrmie Sublime, Michel Pques |
| 2022 | KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents. | Tobias Deuer, Syed Musharraf Ali, Lars Patrick Hillebrand, Desiana Nurchalifah, Basil Jacob, Christian Bauckhage, Rafet Sifa |
| 2022 | Interpretable Reinforcement Learning with Multilevel Subgoal Discovery. | Alexander V. Demin, Denis K. Ponomaryov |
| 2022 | Can We Predict Consequences of Cyber Attacks? | Prerit Datta, Akbar Siami Namin, Keith S. Jones |
| 2022 | Managing imprecise map and image data in a possibility theory framework. | Khensa Daoudi, Maroua Yamami, Salem Benferhat, Lila Mziani |
| 2022 | An exploratory analysis of a dynamic ensemble structure using an automatic decision process. | Carine A. Dantas, Anne M. P. Canuto, Joo C. Xavier Junior, Rmulo de Oliveira Nunes |
| 2022 | On-Board Pedestrian Trajectory Prediction Using Behavioral Features. | Phillip Czech, Markus Braun, Ulrich Kreel, Bin Yang |
| 2022 | Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning. | Giovanni Ciaramella, Stefano Fagnano, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone |
| 2022 | SimCURL: Simple Contrastive User Representation Learning from Command Sequences. | Hang Chu, Amir Hosein Khasahmadi, Karl D. D. Willis, Fraser Anderson, Yaoli Mao, Linh Tran, Justin Matejka, Jo Vermeulen |