| 2021 | Joint Weights-Averaged and Feature-Separated Learning for Person Re-identification. | Di Su, Cheng Zhang, Shaobo Wang |
| 2021 | Modeling Context-Guided Visual and Linguistic Semantic Feature for Video Captioning. | Zhixin Sun, Xian Zhong, Shuqin Chen, Wenxuan Liu, Duxiu Feng, Lin Li |
| 2021 | Unsupervised Pretraining of Echo State Networks for Onset Detection. | Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz |
| 2021 | End-to-End On-Line Multi-object Tracking on Sparse Point Clouds Using Recurrent Convolutional Networks. | Dominic Spata, Arne Grumpe, Anton Kummert |
| 2021 | TINet: Multi-dimensional Traffic Data Imputation via Transformer Network. | Xiaozhuang Song, Yongchao Ye, James J. Q. Yu |
| 2021 | TSTNet: A Sequence to Sequence Transformer Network for Spatial-Temporal Traffic Prediction. | Xiaozhuang Song, Ying Wu, Chenhan Zhang |
| 2021 | Dynamic Tuning and Weighting of Meta-learning for NMT Domain Adaptation. | Ziyue Song, Zhiyuan Ma, Kaiyue Qi, Gongshen Liu |
| 2021 | Data Diversification Revisited: Why Does It Work? | Yuheng Song, Tianyi Liu, Weijia Jia |
| 2021 | Bird Audio Diarization with Faster R-CNN. | Roman Shrestha, Cornelius Glackin, Julie A. Wall, Nigel Cannings |
| 2021 | GC-MRNet: Gated Cascade Multi-stage Regression Network for Crowd Counting. | Ying Shi, Jun Sang, Jinghan Tan, Zhongyuan Wu, Bin Cai, Nong Sang |
| 2021 | T-Bert: A Spam Review Detection Model Combining Group Intelligence and Personalized Sentiment Information. | Yue Shang, Meiling Liu, Tiejun Zhao, Jiyun Zhou |
| 2021 | Hybrid Generative Models for Two-Dimensional Datasets. | Hoda Shajari, Jaemoon Lee, Sanjay Ranka, Anand Rangarajan |
| 2021 | Empirical Study of Data-Free Iterative Knowledge Distillation. | Het Shah, Ashwin Vaswani, Tirtharaj Dash, Ramya Hebbalaguppe, Ashwin Srinivasan |
| 2021 | Learning and Reasoning with Logic Tensor Networks: The Framework and an Application (Abstract of Invited Talk). | Luciano Serafini |
| 2021 | A Computational Model of the Effect of Short-Term Monocular Deprivation on Binocular Rivalry in the Context of Amblyopia. | Norman Seeliger, Jochen Triesch |
| 2021 | Avoid Overfitting in Deep Reinforcement Learning: Increasing Robustness Through Decentralized Control. | Malte Schilling |
| 2021 | Towards Measuring Bias in Image Classification. | Nina Schaaf, Omar de Mitri, Hang Beom Kim, Alexander Windberger, Marco F. Huber |
| 2021 | A Subthreshold Spiking Neuron Circuit Based on the Izhikevich Model. | Shigeo Sato, Satoshi Moriya, Yuka Kanke, Hideaki Yamamoto, Yoshihiko Horio, Yasushi Yuminaka, Jordi Madrenas |
| 2021 | Binding and Perspective Taking as Inference in a Generative Neural Network Model. | Mahdi Sadeghi, Fabian Schrodt, Sebastian Otte, Martin V. Butz |
| 2021 | Improving Transfer Learning in Unsupervised Language Adaptation. | Gil Rocha, Henrique Lopes Cardoso |
| 2021 | How to Compare Adversarial Robustness of Classifiers from a Global Perspective. | Niklas Risse, Christina Gpfert, Jan Philip Gpfert |
| 2021 | (Input) Size Matters for CNN Classifiers. | Mats L. Richter, Wolf Byttner, Ulf Krumnack, Anna Wiedenroth, Ludwig Schallner, Justin Shenk |
| 2021 | Capsule Networks with Routing Annealing. | Riccardo Renzulli, Enzo Tartaglione, Attilio Fiandrotti, Marco Grangetto |
| 2021 | Noise Quality and Super-Turing Computation in Recurrent Neural Networks. | Emmett Redd, Tayo Obafemi-Ajayi |
| 2021 | Brain-Like Approaches to Unsupervised Learning of Hidden Representations - A Comparative Study. | Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman |