| 2022 | Subspace Clustering Multi-module Self-organizing Maps with Two-Stage Learning. | Marcondes R. da Silva, Aluzio F. R. Arajo |
| 2022 | Autonomous Driving Model Defense Study on Hijacking Adversarial Attack. | Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi |
| 2022 | An Unsupervised Sentence Embedding Method by Maximizing the Mutual Information of Augmented Text Representations. | Tianye Sheng, Lisong Wang, Zongfeng He, Mingjie Sun, Guohua Jiang |
| 2022 | A Knowledge-Driven Enhanced Module for Visible-Infrared Person Re-identification. | Shihao Shan, Enyuan Xiong, Xiang Yuan, Song Wu |
| 2022 | Gesture MNIST: A New Free-Hand Gesture Dataset. | Monika Schak, Alexander Gepperth |
| 2022 | BERT-Based Scientific Paper Quality Prediction. | Taiki Sasaki, Yasuaki Ito, Koji Nakano, Akihiko Kasagi |
| 2022 | RegionDrop: Fast Human Pose Estimation Using Annotation-Aware Spatial Sparsity. | Youki Sada, Seiya Shibata, Yuki Kobayashi, Takashi Takenaka |
| 2022 | Perceiver Hopfield Pooling for Dynamic Multi-modal and Multi-instance Fusion. | Dominik Rle, Daniel Cremers, Torsten Schn |
| 2022 | NeoSLAM: Neural Object SLAM for Loop Closure and Navigation. | Younes Raoui, Cornelius Weber, Stefan Wermter |
| 2022 | Exploring Deep Learning Architectures for Localised Hourly Air Quality Prediction. | Sooraj Raj, Jim Smith, Enda Hayes |
| 2022 | Self-supervised Anomaly Detection by Self-distillation and Negative Sampling. | Nima Rafiee, Rahil Gholamipoor, Nikolas Adaloglou, Simon Jaxy, Julius Ramakers, Markus Kollmann |
| 2022 | Stimulates Potential for Knowledge Distillation. | Haifeng Qing, Jialiang Tang, Xiaoyan Yang, Xinlei Huang, Honglin Zhu, Ning Jiang |
| 2022 | Deep Feature Learning for Medical Acoustics. | Alessandro Maria Poir, Federico Simonetta, Stavros Ntalampiras |
| 2022 | Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks. | Stefan Pcos, Iveta Beckov, Igor Farkas |
| 2022 | Architecture-Agnostic Time-Step Boosting: A Case Study in Short-Term Load Forecasting. | Ioannis Pierros, Ioannis P. Vlahavas |
| 2022 | Neural-Gas VAE. | Jan-Ole Perschewski, Sebastian Stober |
| 2022 | Lip Reading Using Deformable 3D Convolution and Channel-Temporal Attention. | Chen Peng, Jun Li, Jie Chai, Zhongqiu Zhao, Housen Zhang, Weidong Tian |
| 2022 | Meta-Style: Few-Shot Learning Dataset for Social Media Field. | Yuncong Peng, Boyi Fu, Xiaolin Qin |
| 2022 | DOT-VAE: Disentangling One Factor at a Time. | Vaishnavi Patil, Matthew Evanusa, Joseph F. JJ |
| 2022 | Liquid State Machine on Loihi: Memory Metric for Performance Prediction. | Rajat Patel, Vivek Saraswat, Udayan Ganguly |
| 2022 | An Innovate Hybrid Approach for Residence Price Using Fuzzy C-Means and Machine Learning Techniques. | Antonios Papaleonidas, Konstantinos Lykostratis, Anastasios Panagiotis Psathas, Lazaros Iliadis, Maria Giannopoulou |
| 2022 | Towards Robust Uncertainty Estimation in the Presence of Noisy Labels. | Chao Pan, Bo Yuan, Wei Zhou, Xin Yao |
| 2022 | Learning Flexible Translation Between Robot Actions and Language Descriptions. | Ozan zdemir, Matthias Kerzel, Cornelius Weber, Jae Hee Lee, Stefan Wermter |
| 2022 | Weighted Pooling from Salient Regions for Place Recognition. | Yaojun Ou, Xiaofeng Zhang, Zhe Chen, Mei Wang |
| 2022 | Unsupervised Domain Adaptation Using Temporal Association for Segmentation and Its Application to C. elegans Time-Lapse Images. | Hiroaki Nozaki, Yukako Tohsato |