| 2021 | Stress Recognition with EEG Signals Using Explainable Neural Networks and a Genetic Algorithm for Feature Selection. | Eric Pan, Jessica Sharmin Rahman |
| 2021 | Federated Learning Meets Fairness and Differential Privacy. | Manisha Padala, Sankarshan Damle, Sujit Gujar |
| 2021 | Adaptive Selection of Classifiers for Person Recognition by Iris Pattern and Periocular Image. | Keita Ogawa, Keisuke Kameyama |
| 2021 | Dynamical Characteristics of State Transition Defined by Neural Activity of Phase in Alzheimer's Disease. | Sou Nobukawa, Takashi Ikeda, Mitsuru Kikuchi, Tetsuya Takahashi |
| 2021 | A Segment-Based Layout Aware Model for Information Extraction on Document Images. | Maizhen Ning, Qiu-Feng Wang, Kaizhu Huang, Xiaowei Huang |
| 2021 | Free-Form Image Inpainting with Separable Gate Encoder-Decoder Network. | Liang Nie, Wenxin Yu, Xuewen Zhang, Siyuan Li, Shiyu Chen, Zhiqiang Zhang, Jun Gong |
| 2021 | Progressive Inpainting Strategy with Partial Convolutions Generative Networks (PPCGN). | Liang Nie, Wenxin Yu, Siyuan Li, Zhiqiang Zhang, Ning Jiang, Xuewen Zhang, Jun Gong |
| 2021 | An End-to-End Hemisphere Discrepancy Network for Subject-Independent Motor Imagery Classification. | Li Nie, Huan Cai, Yihan Wu, Yangsong Zhang |
| 2021 | Robust Deep Reinforcement Learning for Extractive Legal Summarization. | Duy-Hung Nguyen, Bao-Sinh Nguyen, Nguyen-Viet-Dung Nghiem, Dung Tien Le, Mim Amina Khatun, Minh-Tien Nguyen, Hung Le |
| 2021 | Adaptive Curriculum Learning for Semi-supervised Segmentation of 3D CT-Scans. | Obed Tettey Nartey, Guowu Yang, Dorothy Araba Yakoba Agyapong, Jinzhao Wu, Asare K. Sarpong, Lady Nadia Frempong |
| 2021 | Generation of a Large-Scale Line Image Dataset with Ground Truth Texts from Page-Level Autograph Documents. | Ayumu Nagai |
| 2021 | An LSTM-Based Plagiarism Detection via Attention Mechanism and a Population-Based Approach for Pre-training Parameters with Imbalanced Classes. | Seyed Vahid Moravvej, Seyed Jalaleddin Mousavirad, Mahshid Helali Moghadam, Mehrdad Saadatmand |
| 2021 | On the Importance of Regularisation and Auxiliary Information in OOD Detection. | John Mitros, Brian Mac Namee |
| 2021 | Robot Arm Control Using Reward-Modulated Hebbian Learning. | Koutaro Minato, Yuichi Katori |
| 2021 | Enhancing Dermoscopic Features Classification in Images Using Invariant Dataset Augmentation and Convolutional Neural Networks. | Piotr Milczarski, Michal Beczkowski, Norbert Borowski |
| 2021 | Implicit Neural Network for Implicit Data Regression Problems. | Zhibin Miao, Jinghui Zhong, Peng Yang, Shibin Wang, Dong Liu |
| 2021 | Video Captioning with External Knowledge Assistance and Multi-feature Fusion. | Jiao-Wei Miao, Huan Shao, Yi Ji, Ying Li, Chunping Liu |
| 2021 | Disentangled Feature Network for Fine-Grained Recognition. | Shuyu Miao, Shuaicheng Li, Lin Zheng, Wei Yu, Jingjing Liu, Mingming Gong, Rui Feng |
| 2021 | MPANet: Multi-level Progressive Aggregation Network for Crowd Counting. | Chen Meng, Run Han, Chen Pang, Chunmeng Kang, Chen Lyu, Lei Lyu |
| 2021 | On Robustness of Generative Representations Against Catastrophic Forgetting. | Wojciech Masarczyk, Kamil Deja, Tomasz Trzcinski |
| 2021 | Ego Networks. | Andrei Marin, Traian Rebedea, Ionel-Alexandru Hosu |
| 2021 | Effect of Input Noise Dimension in GANs. | Manisha Padala, Debojit Das, Sujit Gujar |
| 2021 | Context-Based Deep Learning Architecture with Optimal Integration Layer for Image Parsing. | Ranju Mandal, Basim Azam, Brijesh K. Verma |
| 2021 | PathSAGE: Spatial Graph Attention Neural Networks with Random Path Sampling. | Junhua Ma, Jiajun Li, Xueming Li, Xu Li |
| 2021 | A Multi-task Model for Sentiment Aided Cyberbullying Detection in Code-Mixed Indian Languages. | Krishanu Maity, Sriparna Saha |