| 2022 | A Differentiable Architecture Search Approach for Few-Shot Image Classification. | Chunmao He, Lingyun Zhang, Songqing Huang, Pingjian Zhang |
| 2022 | Message Passing Neural Networks for Hypergraphs. | Sajjad Heydari, Lorenzo Livi |
| 2022 | Adaptive Knowledge Distillation for Efficient Relation Classification. | Haorui He, Yuanzhe Ren, Zheng Li, Jing Xue |
| 2022 | MetaAudio: A Few-Shot Audio Classification Benchmark. | Calum Heggan, Sam Budgett, Timothy M. Hospedales, Mehrdad Yaghoobi |
| 2022 | Lymphoma Ultrasound Image Segmentation with Self-Attention Mechanism and Stable Learning. | Yingkang Han, Dehua Chen, Yishu Luo, Yijie Dong |
| 2022 | Learning Trajectories of Hamiltonian Systems with Neural Networks. | Katsiaryna Haitsiukevich, Alexander Ilin |
| 2022 | Knowledge Graph Bidirectional Interaction Graph Convolutional Network for Recommendation. | Zengqiang Guo, Yan Yang, Jijie Zhang, Tianqi Zhou, Bangyu Song |
| 2022 | Learning to Generate Textual Adversarial Examples. | Xiangzhe Guo, Shikui Tu, Lei Xu |
| 2022 | MLPPose: Human Keypoint Localization via MLP-Mixer. | Biao Guo, Kun Liu, Qian He |
| 2022 | Adaptive Online Domain Incremental Continual Learning. | Nuwan Gunasekara, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer |
| 2022 | Training 1-Bit Networks on a Sphere: A Geometric Approach. | Luis Guerra, Thalaiyasingam Ajanthan, Gil Avraham, Yan Zou, Tom Drummond |
| 2022 | MTHGAT: A Neural Multi-task Model for Aspect Category Detection and Aspect Term Sentiment Analysis on Restaurant Reviews. | Liang Ge, Jun Li |
| 2022 | Research on USV Path Planning Method Based on Improved Option-Critical Algorithm. | Jian Gao, Dawei Zhao, Xiaogong Lin |
| 2022 | Weight-Aware Graph Contrastive Learning. | Hang Gao, Jiangmeng Li, Peng Qiao, Changwen Zheng |
| 2022 | Multi-scale Vertical Cross-layer Feature Aggregation and Attention Fusion Network for Object Detection. | Wenting Gao, Xiaojuan Li, Yu Han, Yue Liu |
| 2022 | Sim-to-Real Neural Learning with Domain Randomisation for Humanoid Robot Grasping. | Connor Gaede, Matthias Kerzel, Erik Strahl, Stefan Wermter |
| 2022 | DT2I: Dense Text-to-Image Generation from Region Descriptions. | Stanislav Frolov, Prateek Bansal, Jrn Hees, Andreas Dengel |
| 2022 | Brain Tumor Segmentation Framework Based on Edge Cloud Cooperation and Deep Learning. | Saifeng Feng, Jianhui Zhao, Wenyuan Zhao, Tingbao Zhang |
| 2022 | Multi-Sensor Data Fusion for Short-Term Traffic Flow Prediction: A Novel Multi-Channel Data Structure Integrated with Mixed-Pointwise Convolution and Channel Attention Mechanism. | Ruijun Feng, Mingzhou Chen |
| 2022 | Gait Adaptation After Leg Amputation of Hexapod Walking Robot Without Sensory Feedback. | Jan Feber, Rudolf J. Szadkowski, Jan Faigl |
| 2022 | Intention-Aware Frequency Domain Transformer Networks for Video Prediction. | Hafez Farazi, Sven Behnke |
| 2022 | Multi-Class Lane Semantic Segmentation of Expressway Dataset Based on Aerial View. | Yongnian Fan, Zhiguang Wang, Cheng Chen, Xue Zhang, Qiang Lu |
| 2022 | Low-Resource Similar Case Matching in Legal Domain. | Jingxin Fang, Xuwei Li, Yiguang Liu |
| 2022 | Analysis of COVID-19 5G Conspiracy Theory Tweets Using SentenceBERT Embedding. | Or Elroy, Abraham Yosipof |
| 2022 | Sailfish: A Fast Bayesian Change Point Detection Framework with Gaussian Process for Time Series. | Haizhou Du, Yang Zheng |