| 2021 | Attention-Based Bi-LSTM for Anomaly Detection on Time-Series Data. | Sanket Mishra, Varad Kshirsagar, Rohit Dwivedula, Chittaranjan Hota |
| 2021 | Reinforcement Symbolic Learning. | Chlo Mercier, Frdric Alexandre, Thierry Viville |
| 2021 | Interesting Receptive Region and Feature Excitation for Partial Person Re-identification. | Qiwei Meng, Te Li, Shanshan Ji, Shiqiang Zhu, Jianjun Gu |
| 2021 | Automated and Explainable Ontology Extension based on Deep Learning: A Case Study in the Chemical Domain. | Adel Memariani, Martin Glauer, Fabian Neuhaus, Till Mossakowski, Janna Hastings |
| 2021 | DeepRehab: Real Time Pose Estimation on the Edge for Knee Injury Rehabilitation. | Bruno Carlos Dos Santos Melcio, Gbor Baranyi, Zsfia Gal, Sohil Zidan, Andrs Lorincz |
| 2021 | One-Shot Meta-learning for Radar-Based Gesture Sequences Recognition. | Gianfranco Mauro, Mateusz Chmurski, Muhammad Arsalan, Mariusz Zubert, Vadim Issakov |
| 2021 | Deep NLP Explainer: Using Prediction Slope to Explain NLP Models. | Reza Marzban, Christopher Crick |
| 2021 | Faster-LTN: A Neuro-Symbolic, End-to-End Object Detection Architecture. | Francesco Manigrasso, Filomeno Davide Miro, Lia Morra, Fabrizio Lamberti |
| 2021 | Self-learning for Received Signal Strength Map Reconstruction with Neural Architecture Search. | Aleksandra Malkova, Loc Pauletto, Christophe Villien, Benot Denis, Massih-Reza Amini |
| 2021 | Generative Properties of Universal Bidirectional Activation-Based Learning. | Kristna Malinovsk, Igor Farkas |
| 2021 | Evidence Augment for Multiple-Choice Machine Reading Comprehension by Weak Supervision. | Dan Luo, Peng Zhang, Lu Ma, Xi Zhu, Meilin Zhou, Qi Liang, Bin Wang, Lihong Wang |
| 2021 | SiamSNN: Siamese Spiking Neural Networks for Energy-Efficient Object Tracking. | Yihao Luo, Min Xu, Caihong Yuan, Xiang Cao, Liangqi Zhang, Yan Xu, Tianjiang Wang, Qi Feng |
| 2021 | Towards Fine-Grained Control over Latent Space for Unpaired Image-to-Image Translation. | Lei Luo, William H. Hsu, Shangxian Wang |
| 2021 | Semi-supervised Graph Edge Convolutional Network for Anomaly Detection. | Zhicheng Lun, Xiaoyan Gu, Haihui Fan, Bo Li, Weiping Wang |
| 2021 | Dilated Residual Aggregation Network for Text-Guided Image Manipulation. | Siwei Lu, Di Luo, Zhenguo Yang, Tianyong Hao, Qing Li, Wenyin Liu |
| 2021 | A Bio-Inspired Mechanism Based on Neural Threshold Regulation to Compensate Variability in Network Connectivity. | Jessica Lopez-Hazas, Francisco B. Rodrguez |
| 2021 | EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search. | Vasco Lopes, Saeid Alirezazadeh, Lus A. Alexandre |
| 2021 | MMF: Multi-task Multi-structure Fusion for Hierarchical Image Classification. | Xiaoni Li, Yucan Zhou, Yu Zhou, Weiping Wang |
| 2021 | Efficient Spatio-Temporal Network with Gated Fusion for Video Super-Resolution. | Changyu Li, Dongyang Zhang, Ning Xie, Jie Shao |
| 2021 | Aspect-Based Sentiment Classification with Reinforcement Learning and Local Understanding. | Ming-Fan Li, Kaijie Zhou, Hongze Wang, Long Ma, Xuan Li |
| 2021 | Multi-resolution Graph Neural Networks for PDE Approximation. | Wenzhuo Liu, Mouadh Yagoubi, Marc Schoenauer |
| 2021 | Towards Image Retrieval with Noisy Labels via Non-deterministic Features. | Hengwei Liu, Jinyu Ma, Xiaodong Gu |
| 2021 | Latent Feature-Aware and Local Structure-Preserving Network for 3D Completion from a Single Depth View. | Caixia Liu, Dehui Kong, Shaofan Wang, Jinghua Li, Baocai Yin |
| 2021 | Class-Similarity Based Label Smoothing for Confidence Calibration. | Chihuang Liu, Joseph F. JJ |
| 2021 | DRENet: Giving Full Scope to Detection and Regression-Based Estimation for Video Crowd Counting. | Changsheng Liu, Yuan Huang, Yadong Mu, Xiaoming Yu |