| 2022 | Score vs. Winrate in Score-Based Games: which Reward for Reinforcement Learning? | Luca Pasqualini, Maurizio Parton, Francesco Morandin, Gianluca Amato, Rosa Gini, Carlo Metta, Marco Fantozzi, Alessandro Marchetti |
| 2022 | Improving Aquaculture Systems using AI: Employing predictive models for Biomass Estimation on Sonar Images. | Mohan Kashyap Pargi, Elham Bagheri, Ricardo Shirota F, Khoo Eng Huat, Farshad Shishehchian, Nathalie Nathalie |
| 2022 | An Empirical Evaluation of Multivariate Time Series Classification with Input Transformation across Different Dimensions. | Leonardos Pantiskas, Kees Verstoep, Mark Hoogendoorn, Henri E. Bal |
| 2022 | Bayesian Rule Ontologies For XAI Classification and Regression. | Akash Kumar Panda, Bart Kosko |
| 2022 | Class-wise and reduced calibration methods. | Michael Panchenko, Anes Benmerzoug, Miguel de Benito Delgado |
| 2022 | Kernelization of Tensor Discriminant Analysis with Application to Image Recognition. | Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle, Karen S. Braman |
| 2022 | Secure Federated Training: Detecting Compromised Nodes and Identifying the Type of Attacks. | Pretom Roy Ovi, Aryya Gangopadhyay, Robert F. Erbacher, Carl E. Busart |
| 2022 | Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking. | Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille |
| 2022 | AAEBERT: Debiasing BERT-based Hate Speech Detection Models via Adversarial Learning. | Ebuka Okpala, Long Cheng, Nicodemus Msafiri John Mbwambo, Feng Luo |
| 2022 | A Variational Autoencoder for Heterogeneous Temporal and Longitudinal Data. | Mine gretir, Siddharth Ramchandran, Dimitrios Papatheodorou, Harri Lhdesmki |
| 2022 | Physics-Informed Neural Networks for prediction of transformer's temperature distribution. | Oliver Welin Odeback, Federica Bragone, Tor Laneryd, Michele Luvisotto, Kateryna Morozovska |
| 2022 | Predicting COVID-19 Case Counts using Twitter Image Data. | Seth Ockerman, Erin Carrier |
| 2022 | CANBERT: A Language-based Intrusion Detection Model for In-vehicle Networks. | Ebelechukwu Nwafor, Habeeb Olufowobi |
| 2022 | Dealing with Distribution Shift in Acoustic Mosquito Datasets. | Hermann Yepdjio Nkouanga, Suresh Singh |
| 2022 | Unified Autoencoder with Task Embeddings for Multi-Task Learning in Renewable Power Forecasting. | Chandana Priya Nivarthi, Stephan Vogt, Bernhard Sick |
| 2022 | Source Domain Selection for Cross-House Human Activity Recognition with Ambient Sensors. | Hao Niu, Huy Quang Ung, Shinya Wada |
| 2022 | Self Meta Pseudo Labels: Meta Pseudo Labels Without The Teacher. | Kei-Sing Ng, Qingchen Wang |
| 2022 | Trade-off between reconstruction loss and feature alignment for domain generalization. | Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron |
| 2022 | CNN-n-GRU: end-to-end speech emotion recognition from raw waveform signal using CNNs and gated recurrent unit networks. | Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara |
| 2022 | semiMul: Floating-Point Free Implementations for Efficient and Accurate Neural Network Training. | Ali Nezhadi, Shaahin Angizi, Arman Roohi |
| 2022 | Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics. | Alexander Naumann, Felix Hertlein, Benchun Zhou, Laura Drr, Kai Furmans |
| 2022 | Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction. | Majid Nikougoftar Nategh, Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila |
| 2022 | Zero Day Threat Detection Using Metric Learning Autoencoders. | Dhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha |
| 2022 | Attention-based Partial Decoupling of Policy and Value for Generalization in Reinforcement Learning. | Nasik Muhammad Nafi, Creighton Glasscock, William H. Hsu |
| 2022 | What If Kidney Tumor Segmentation Challenge (KiTS19) Never Happened. | Erum Mushtaq, Jie Ding, Salman Avestimehr |