| 2021 | Neural Local and Global Contexts Learning for Word Sense Disambiguation. | Fumiyo Fukumoto, Taishin Mishima, Jiyi Li, Yoshimi Suzuki |
| 2021 | Evaluating Data Characterization Measures for Clustering Problems in Meta-learning. | Luiz Henrique dos Santos Fernandes, Marcilio C. P. de Souto, Ana Carolina Lorena |
| 2021 | Evolving Deep Neural Networks for Collaborative Filtering. | Yuhan Fang, Yuqiao Liu, Yanan Sun |
| 2021 | Ensembles of Randomized Neural Networks for Pattern-Based Time Series Forecasting. | Grzegorz Dudek, Pawel Pelka |
| 2021 | Training-Free Multi-objective Evolutionary Neural Architecture Search via Neural Tangent Kernel and Number of Linear Regions. | Tu Do, Ngoc Hoang Luong |
| 2021 | DocNER: A Deep Learning System for Named Entity Recognition in Handwritten Document Images. | Marwa Dhiaf, Sana Khamekhem Jemni, Yousri Kessentini |
| 2021 | Continual Learning with Differential Privacy. | Pradnya Desai, Phung Lai, NhatHai Phan, My T. Thai |
| 2021 | Short-Long Correlation Based Graph Neural Networks for Residential Load Forecasting. | Yiran Deng, Yingjie Zhou, Zhiyong Zhang |
| 2021 | Self-supervised Image-to-Text and Text-to-Image Synthesis. | Anindya Sundar Das, Sriparna Saha |
| 2021 | A Restriction Training Recipe for Speech Separation on Sparsely Mixed Speech. | Shaoxiang Dang, Tetsuya Matsumoto, Hiroaki Kudo, Yoshinori Takeuchi |
| 2021 | Self-supervised Continual Learning for Object Recognition in Image Sequences. | Ruiqi Dai, Mathieu Lefort, Frdric Armetta, Mathieu Guillermin, Stefan Duffner |
| 2021 | Multiple Partitions Alignment with Adaptive Similarity Learning. | Hao Dai |
| 2021 | An Efficient Manifold Density Estimator for All Recommendation Systems. | Jacek Dabrowski, Barbara Rychalska, Michal Daniluk, Dominika Basaj, Konrad Goluchowski, Piotr Babel, Andrzej Michalowski, Adam Jakubowski |
| 2021 | Fuzzy Data Augmentation for Handling Overlapped and Imbalanced Data. | Rukshima Dabare, Kok Wai Wong, Mohd Fairuz Shiratuddin, Polychronis Koutsakis |
| 2021 | Bottom-Up Progressive Semantic Alignment for Image-Text Retrieval. | Zheng Cui, Yongli Hu, Yanfeng Sun, Junbin Gao, Baocai Yin |
| 2021 | LFMAC: Low-Frequency Multi-Agent Communication. | Cong Cong, Chuxiong Sun, Ruiping Liu, Rui Wang, Xiaohui Hu |
| 2021 | A Novel Transfer-Learning Network for Image Inpainting. | Hui Chen, Zhichao Zhang, Jinsheng Deng, Xiaoqing Yin |
| 2021 | AUPro: Multi-label Facial Action Unit Proposal Generation for Sequence-Level Analysis. | Yingjie Chen, Jiarui Zhang, Diqi Chen, Tao Wang, Yizhou Wang, Yun Liang |
| 2021 | SCAN: Spatial and Channel Attention Normalization for Image Inpainting. | Shiyu Chen, Wenxin Yu, Liang Nie, Xuewen Zhang, Siyuan Li, Zhiqiang Zhang, Jun Gong |
| 2021 | Aspect-Based Sentiment Analysis Using Graph Convolutional Networks and Co-attention Mechanism. | Zhaowei Chen, Yun Xue, Luwei Xiao, Jinpeng Chen, Haolan Zhang |
| 2021 | Sentence Rewriting with Few-Shot Learning for Document-Level Event Coreference Resolution. | Xinyu Chen, Sheng Xu, Peifeng Li, Qiaoming Zhu |
| 2021 | Pancreatic Neoplasm Image Translation Based on Feature Correlation Analysis of Cross-Phase Image. | Yizhou Chen, Zihan Wei, Xu-Hua Yang, Zhicheng Li, Qiu Guan, Feng Chen |
| 2021 | Self-supervised Compressed Video Action Recognition via Temporal-Consistent Sampling. | Pan Chen, Shaohui Lin, Yongxiang Zhang, Jiachen Xu, Xin Tan, Lizhuang Ma |
| 2021 | Multi-domain Abdomen Image Alignment Based on Joint Network of Registration and Synthesis. | Yizhou Chen, Zhengwei Lu, Xu-Hua Yang, Haigen Hu, Qiu Guan, Feng Chen |
| 2021 | An Attention Method to Introduce Prior Knowledge in Dialogue State Tracking. | Zhonghao Chen, Cong Liu |