| 2021 | An Improved (Adversarial) Reprogramming Technique for Neural Networks. | Eliska Kloberdanz, Jin Tian, Wei Le |
| 2021 | Sample-Label View Transfer Active Learning for Time Series Classification. | Patrick Kinyua, Nicolas Jouandeau |
| 2021 | Why Mixup Improves the Model Performance. | Masanari Kimura |
| 2021 | A Metagraph-Based Model for Predicting Drug-Target Interaction on Heterogeneous Network. | Peng Ke, Yuqi Wen, Zhongnan Zhang, Song He, Xiaochen Bo |
| 2021 | Behaviour-Conditioned Policies for Cooperative Reinforcement Learning Tasks. | Antti Keurulainen, Isak Westerlund, Ariel Kwiatkowski, Samuel Kaski, Alexander Ilin |
| 2021 | Learning to Assist Agents by Observing Them. | Antti Keurulainen, Isak Westerlund, Samuel Kaski, Alexander Ilin |
| 2021 | Design and Evaluation of Deep Learning Models for Real-Time Credibility Assessment in Twitter. | Marc-Andr Kaufhold, Markus Bayer, Daniel Hartung, Christian Reuter |
| 2021 | Latent State Inference in a Spatiotemporal Generative Model. | Matthias Karlbauer, Tobias Menge, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz |
| 2021 | Balanced Softmax Cross-Entropy for Incremental Learning. | Quentin Jodelet, Xin Liu, Tsuyoshi Murata |
| 2021 | A Strategy for Referential Problem in Low-Resource Neural Machine Translation. | Yatu Ji, Lei Shi, Yi La Su, Qing-dao-er-ji Ren, Nier Wu, Hongbin Wang |
| 2021 | Approximated Masked Global Context Network for Skin Lesion Segmentation. | Chunguang Jiang, Yueling Zhang, Jiangtao Wang, Weiting Chen |
| 2021 | LGACN: A Light Graph Adaptive Convolution Network for Collaborative Filtering. | Weiguang Jiang, Su Wang, Jun Zheng, Wenxin Hu |
| 2021 | MMF: A Loss Extension for Feature Learning in Open Set Recognition. | Jingyun Jia, Philip K. Chan |
| 2021 | Style as Sentiment Versus Style as Formality: The Same or Different? | Somayeh Jafaritazehjani, Gwnol Lecorv, Damien Lolive, John D. Kelleher |
| 2021 | Attention-Based 3D Neural Architectures for Predicting Cracks in Designs. | Naresh S. Iyer, Sathyanarayanan Raghavan, Yiming Zhang, Yang Jiao, Dean Robinson |
| 2021 | Evaluate Pseudo Labeling and CNN for Multi-variate Time Series Classification in Low-Data Regimes. | Dino Ienco, Davi Pereira dos Santos, Andr C. P. L. F. de Carvalho |
| 2021 | Denoising AutoEncoder Based Delete and Generate Approach for Text Style Transfer. | Ting Hu, Haojin Yang, Christoph Meinel |
| 2021 | Hierarchical Lexicon Embedding Architecture for Chinese Named Entity Recognition. | Jiahao Hu, Yuanxin Ouyang, Chen Li, Chuanrui Wang, Wenge Rong, Zhang Xiong |
| 2021 | Learning Optimal Primary Capsules by Information Bottleneck. | Ming-fei Hu, Jian-wei Liu, Weimin Li |
| 2021 | Feature Interaction Based Graph Convolutional Networks for Image-Text Retrieval. | Yongli Hu, Feili Gao, Yanfeng Sun, Junbin Gao, Baocai Yin |
| 2021 | Leveraging the Feature Distribution in Transfer-Based Few-Shot Learning. | Yuqing Hu, Vincent Gripon, Stphane Pateux |
| 2021 | Statistical Certification of Acceptable Robustness for Neural Networks. | Chengqiang Huang, Hu Zheng, Xiaowei Huang, Ke Pei |
| 2021 | Joint Graph Contextualized Network for Sequential Recommendation. | Ruoran Huang, Chuanqi Han, Li Cui |
| 2021 | Advances in Adaptive Skill Acquisition. | Juraj Holas, Igor Farkas |
| 2021 | Which Hype for My New Task? Hints and Random Search for Echo State Networks Hyperparameters. | Xavier Hinaut, Nathan Trouvain |