| 2021 | Dynamic Identification of Stop Locations from GPS Trajectories Based on Their Temporal and Spatial Characteristics. | Flora J. Ferreira, Weronika Wojtak, Carlos Fernandes, Pedro M. F. Guimares, Srgio Monteiro, Estela Bicho, Wolfram Erlhagen |
| 2021 | ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation. | Martin Ferianc, Divyansh Manocha, Hongxiang Fan, Miguel Rodrigues |
| 2021 | GUIS2Code: A Computer Vision Tool to Generate Code Automatically from Graphical User Interface Sketches. | Zhen Feng, Jiaqi Fang, Bo Cai, Yingtao Zhang |
| 2021 | Spontaneous Symmetry Breaking in Data Visualization. | Cilie W. Feldager, Sren Hauberg, Lars Kai Hansen |
| 2021 | Self-supervised Multi-view Clustering for Unsupervised Image Segmentation. | Tiyu Fang, Zhen Liang, Xiuli Shao, Zihao Dong, Jinping Li |
| 2021 | Fostering Compositionality in Latent, Generative Encodings to Solve the Omniglot Challenge. | Sarah Fabi, Sebastian Otte, Martin V. Butz |
| 2021 | Can Ontologies help making Machine Learning Accountable? (Extended Abstract). | Iker Esnaola-Gonzalez |
| 2021 | Energy Conservation in Infinitely Wide Neural-Networks. | Shu Eguchi, Takafumi Amaba |
| 2021 | Evaluating Multiple-Concept Biomedical Hypotheses Based on Deep Sets. | Juncheng Ding, Wei Jin |
| 2021 | Adaptive Consensus-Based Ensemble for Improved Deep Learning Inference Cost. | Nelly David, Nathan S. Netanyahu |
| 2021 | Leveraging Adversarial Training to Facilitate Grammatical Error Correction. | Kai Dang, Jiaying Xie, Jie Liu |
| 2021 | Dense Video Captioning for Incomplete Videos. | Xuan Dang, Guolong Wang, Kun Xiong, Zheng Qin |
| 2021 | Reinforcement Syntactic Dependency Tree Reasoning for Target-Oriented Opinion Word Extraction. | Yaqing Dai, Pengfei Wang, Lei Zhang |
| 2021 | Attention-Based Multi-view Feature Fusion for Cross-Domain Recommendation. | Feifei Dai, Xiaoyan Gu, Zhuo Wang, Bo Li, Mingda Qian, Weiping Wang |
| 2021 | Training Many-to-Many Recurrent Neural Networks with Target Propagation. | Peilun Dai, Sang Chin |
| 2021 | Resolving Ambiguity in Hedge Detection by Automatic Generation of Linguistic Rules. | Tracy Goodluck Constance, Nikesh Bajaj, Marvin Rajwadi, Harry Maltby, Julie A. Wall, Mansour Moniri, Chris Woodruff, Thea Laird, James Laird, Cornelius Glackin, Nigel Cannings |
| 2021 | Jacobian Regularization for Mitigating Universal Adversarial Perturbations. | Kenneth T. Co, David Martnez-Rego, Emil C. Lupu |
| 2021 | Signal Denoising with Recurrent Spiking Neural Networks and Active Tuning. | Melvin Ciurletti, Manuel Traub, Matthias Karlbauer, Martin V. Butz, Sebastian Otte |
| 2021 | Algorithm for 3D-Chemotaxis Using Spiking Neural Network. | Jayesh Choudhary, Vivek Saraswat, Udayan Ganguly |
| 2021 | Statistical Characteristics of Deep Representations: An Empirical Investigation. | Daeyoung Choi, Kyungeun Lee, Duhun Hwang, Wonjong Rhee |
| 2021 | Learning Traffic as Videos: A Spatio-Temporal VAE Approach for Traffic Data Imputation. | Jiayuan Chen, Shuo Zhang, Xiaofei Chen, Qiao Jiang, Hejiao Huang, Chonglin Gu |
| 2021 | Better Few-Shot Text Classification with Pre-trained Language Model. | Zheng Chen, Yunchen Zhang |
| 2021 | Extract then Distill: Efficient and Effective Task-Agnostic BERT Distillation. | Cheng Chen, Yichun Yin, Lifeng Shang, Zhi Wang, Xin Jiang, Xiao Chen, Qun Liu |
| 2021 | Integrating N-Gram Features into Pre-trained Model: A Novel Ensemble Model for Multi-target Stance Detection. | Pengyuan Chen, Kai Ye, Xiaohui Cui |
| 2021 | Contextualise Entities and Relations: An Interaction Method for Knowledge Graph Completion. | Kai Chen, Ye Wang, Yitong Li, Aiping Li, Xiaojuan Zhao |