| 2022 | FedNet2Net: Saving Communication and Computations in Federated Learning with Model Growing. | Amit Kumar Kundu, Joseph F. JJ |
| 2022 | A Unified View on Self-Organizing Maps (SOMs) and Stochastic Neighbor Embedding (SNE). | Thibaut Kulak, Anthony Fillion, Franois Blayo |
| 2022 | Time Series Forecasting Models Copy the Past: How to Mitigate. | Chrysoula Kosma, Giannis Nikolentzos, Nancy Xu, Michalis Vazirgiannis |
| 2022 | Using Orientation to Distinguish Overlapping Chromosomes. | Daniel Kluvanec, Thomas B. Phillips, Kenneth J. W. McCaffrey, Noura Al Moubayed |
| 2022 | A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. | Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed |
| 2022 | ML-FORMER: Forecasting by Neighborhood and Long-Range Dependencies. | Zengxiang Ke, Yangguang Cui, Liying Li, Tongquan Wei |
| 2022 | Self-organization of a Dynamical Orthogonal Basis Acquiring Large Memory Capacity in Modular Reservoir Computing. | Yuji Kawai, Jihoon Park, Ichiro Tsuda, Minoru Asada |
| 2022 | LogBERT-BiLSTM: Detecting Malicious Web Requests. | Levi S. Ramos Jnior, David L. Macdo, Adriano L. I. Oliveira, Cleber Zanchettin |
| 2022 | PSP-MVSNet: Deep Patch-Based Similarity Perceptual for Multi-view Stereo Depth Inference. | Leiping Jie, Hui Zhang |
| 2022 | Visual Relation-Aware Unsupervised Video Captioning. | Puzhao Ji, Meng Cao, Yuexian Zou |
| 2022 | Discriminative and Robust Analysis Dictionary Learning for Pattern Classification. | Kun Jiang, Lei Zhu, Zheng Liu |
| 2022 | Image Inpainting Based Multi-scale Gated Convolution and Attention. | Hualiang Jiang, Xiaohu Ma, Dongdong Yang, Jiaxin Zhao, Yao Shen |
| 2022 | Mutil-level Local Alignment and Semantic Matching Network for Image-Text Retrieval. | Zhukai Jiang, Zhichao Lian |
| 2022 | Self-supervised Detransformation Autoencoder for Representation Learning in Open Set Recognition. | Jingyun Jia, Philip K. Chan |
| 2022 | Ranking Feature-Block Importance in Artificial Multiblock Neural Networks. | Anna Jenul, Stefan Schrunner, Bao-Ngoc Huynh, Runar Helin, Cecilia Marie Futsaether, Kristian Hovde Liland, Oliver Tomic |
| 2022 | Reject Options for Incremental Regression Scenarios. | Jonathan Jakob, Martina Hasenjger, Barbara Hammer |
| 2022 | SAM-kNN Regressor for Online Learning in Water Distribution Networks. | Jonathan Jakob, Andr Artelt, Martina Hasenjger, Barbara Hammer |
| 2022 | Phenotype Anomaly Detection for Biological Dynamics Data Using a Deep Generative Model. | Eisuke Ito, Takaya Ueda, Ryo Takano, Yukako Tohsato, Koji Kyoda, Shuichi Onami, Ikuko Nishikawa |
| 2022 | F-Measure Optimization for Multi-class, Imbalanced Emotion Classification Tasks. | Toki Tahmid Inan, Mingrui Liu, Amarda Shehu |
| 2022 | Dual Perspective Contrastive Learning Based Subgraph Anomaly Detection on Attributed Networks. | Songlin Hu, Minglai Shao |
| 2022 | Multistage Diagnosis of Alzheimer's Disease Based on Slice Attention Network. | Xiaolai Huo, Chung-Ming Own, Yue Zhou, Nannan Wu, Jianwen Sun |
| 2022 | Face Super-Resolution with Spatial Attention Guided by Multiscale Receptive-Field Features. | Weikang Huang, Shiyong Lan, Wenwu Wang, Xuedong Yuan, Hongyu Yang, Piaoyang Li, Wei Ma |
| 2022 | Efficient LSTM Training with Eligibility Traces. | Michael Hoyer, Shahram Eivazi, Sebastian Otte |
| 2022 | Infering Boundary Conditions in Finite Volume Neural Networks. | Cosku Can Horuz, Matthias Karlbauer, Timothy Praditia, Martin V. Butz, Sergey Oladyshkin, Wolfgang Nowak, Sebastian Otte |
| 2022 | Feature Selection for Trustworthy Regression Using Higher Moments. | Fabian Hinder, Johannes Brinkrolf, Barbara Hammer |