| 2021 | Infrared Image Super-Resolution via Heterogeneous Convolutional WGAN. | Yongsong Huang, Zetao Jiang, Qingzhong Wang, Qi Jiang, Guoming Pang |
| 2021 | WINVC: One-Shot Voice Conversion with Weight Adaptive Instance Normalization. | Shengjie Huang, Mingjie Chen, Yanyan Xu, Dengfeng Ke, Thomas Hain |
| 2021 | Knowledge Compensation Network with Divisible Feature Learning for Unsupervised Domain Adaptive Person Re-identification. | Jiajing Hong, Yang Zhang, Yuesheng Zhu |
| 2021 | High-Quality Noise Detection for Knowledge Graph Embedding with Rule-Based Triple Confidence. | Yan Hong, Chenyang Bu, Xindong Wu |
| 2021 | An Initial Study of Machine Learning Underspecification Using Feature Attribution Explainable AI Algorithms: A COVID-19 Virus Transmission Case Study. | James Hinns, Xiuyi Fan, Siyuan Liu, Veera Raghava Reddy Kovvuri, Mehmet Orcun Yalcin, Markus Roggenbach |
| 2021 | Price and Time Optimization for Utility-Aware Taxi Dispatching. | Yuya Hikima, Masahiro Kohjima, Yasunori Akagi, Takeshi Kurashima, Hiroyuki Toda |
| 2021 | Adaptive Relaxations for Multistage Robust Optimization. | Michael Hartisch |
| 2021 | Adaptive Prediction of Hip Joint Center from X-ray Images Using Generalized Regularized Extreme Learning Machine and Globalized Bounded Nelder-Mead Strategy. | Fuchang Han, Shenghui Liao, Yiyong Jiang, Shu Liu, Yuqian Zhao, Xiantao Shen |
| 2021 | Fake News Detection Using Multiple-View Text Representation. | Tuan Ha, Xiaoying Gao |
| 2021 | Multi-label Learning by Exploiting Imbalanced Label Correlations. | Shiqiao Gu, Liu Yang, Yaning Li, Hui Li |
| 2021 | Nonlinear Parametric Transformation and Generation of Images Based on a Network with the CWNL Layer. | Slawomir Golak |
| 2021 | An Attention-Based Approach to Accelerating Sequence Generative Adversarial Nets. | Minglei Gao, Sai Zhang, Xiaowang Zhang, Zhiyong Feng |
| 2021 | A Fully Dynamic Context Guided Reasoning and Reconsidering Network for Video Captioning. | Xia Feng, Xinyu He, Rui Huang, Caihua Liu |
| 2021 | Multi-agent Epistemic Planning with Inconsistent Beliefs, Trust and Lies. | Francesco Fabiano, Alessandro Burigana, Agostino Dovier, Enrico Pontelli, Tran Cao Son |
| 2021 | GIAD: Generative Inpainting-Based Anomaly Detection via Self-Supervised Learning for Human Monitoring. | Ning Dong, Einoshin Suzuki |
| 2021 | VSEC: Transformer-Based Model for Vietnamese Spelling Correction. | Dinh-Truong Do, Ha-Thanh Nguyen, Thang Ngoc Bui, Hieu Dinh Vo |
| 2021 | Designing Refund Bonus Schemes for Provision Point Mechanism in Civic Crowdfunding. | Sankarshan Damle, Moin Hussain Moti, Praphul Chandra, Sujit Gujar |
| 2021 | An Improved Deep Model for Knowledge Tracing and Question-Difficulty Discovery. | Huan Dai, Yupei Zhang, Yue Yun, Xuequn Shang |
| 2021 | Diversity-Based Trajectory and Goal Selection with Hindsight Experience Replay. | Tianhong Dai, Hengyan Liu, Kai Arulkumaran, Guangyu Ren, Anil Anthony Bharath |
| 2021 | Semi-supervised Single Image Deraining with Discrete Wavelet Transform. | Xin Cui, Wei Shang, Dongwei Ren, Pengfei Zhu, Yankun Gao |
| 2021 | Exploiting News Article Structure for Automatic Corpus Generation of Entailment Datasets. | Jan Christian Blaise Cruz, Jose Kristian Resabal, James Lin, Dan John Velasco, Charibeth Cheng |
| 2021 | Network Embedding with Topology-Aware Textual Representations. | Jiaxing Chen, Zenan Xu, Qinliang Su |
| 2021 | Batch-Constraint Inverse Reinforcement Learning. | Mao Chen, Li Wan, Chunyan Gou, Jiaolu Liao, Shengjiang Wu |
| 2021 | Adversarial Training for Image Captioning Incorporating Relation Attention. | Tianyu Chen, Zhixin Li, Canlong Zhang, Huifang Ma |
| 2021 | Object Bounding Box-Aware Embedding for Point Cloud Instance Segmentation. | Lixue Cheng, Taihai Yang, Lizhuang Ma |