| 2021 | A Generalized Meta-loss Function for Distillation Based Learning Using Privileged Information for Classification and Regression. | Amina Asif, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas |
| 2021 | Single Neurons with Delay-Based Learning Can Generalise Between Time-Warped Patterns. | Joshua Arnold, Peter Stratton, Janet Wiles |
| 2021 | A Predictive Coding Account for Chaotic Itinerancy. | Louis Annabi, Alexandre Pitti, Mathias Quoy |
| 2021 | COViT-GAN: Vision Transformer for COVID-19 Detection in CT Scan Images with Self-Attention GAN for Data Augmentation. | Ara Abigail E. Ambita, Eujene Nikka V. Boquio, Prospero C. Naval |
| 2021 | PhonicsGAN: Synthesizing Graphical Videos from Phonics Songs. | Nuha Aldausari, Arcot Sowmya, Nadine Marcus, Gelareh Mohammadi |
| 2021 | Knowledge Representation for Explainability in Collaborative Robotics and Adaptation. | Alberto Olivares Alarcos, Sergi Foix, Guillem Aleny |
| 2021 | DRILL: Dynamic Representations for Imbalanced Lifelong Learning. | Kyra Ahrens, Fares Abawi, Stefan Wermter |
| 2021 | Revisiting Loss Functions for Person Re-identification. | Dustin Aganian, Markus Eisenbach, Joachim Wagner, Daniel Seichter, Horst-Michael Gross |
| 2021 | Using Ontologies for Human-understandable Explanations of Black-box Models (Extended Abstract). | Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermn Moscoso del Prado Martn |
| 2021 | Towards Knowledge-driven Distillation and Explanation of Black-box Models. | Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard |
| 2020 | An Efficient Blurring-Reconstruction Model to Defend Against Adversarial Attacks. | Wen Zhou, Liming Wang, Yaohao Zheng |
| 2020 | Ensemble-Based Deep Metric Learning for Few-Shot Learning. | Meng Zhou, Yaoyi Li, Hongtao Lu |
| 2020 | Enriched Feature Representation and Combination for Deep Saliency Detection. | Lecheng Zhou, Xiaodong Gu |
| 2020 | Facial Expression Recognition Method Based on a Part-Based Temporal Convolutional Network with a Graph-Structured Representation. | Lei Zhong, Changmin Bai, Jianfeng Li, Tong Chen, Shigang Li |
| 2020 | Multi-label Quadruplet Dictionary Learning. | Jiayu Zheng, Wencheng Zhu, Pengfei Zhu |
| 2020 | A New Efficient Finger-Vein Verification Based on Lightweight Neural Network Using Multiple Schemes. | Haocong Zheng, Yongjian Hu, Beibei Liu, Guang Chen, Alex C. Kot |
| 2020 | Multi-objective Cuckoo Algorithm for Mobile Devices Network Architecture Search. | Nan Zhang, Jianzong Wang, Jian Yang, Xiaoyang Qu, Jing Xiao |
| 2020 | Deep Recurrent Deterministic Policy Gradient for Physical Control. | Lei Zhang, Shuai Han, Zhiruo Zhang, Lefan Li, Shuai L |
| 2020 | Implementation of Siamese-Based Few-Shot Learning Algorithms for the Distinction of COPD and Asthma Subjects. | Pouya Soltani Zarrin, Christian Wenger |
| 2020 | SU-Net: An Efficient Encoder-Decoder Model of Federated Learning for Brain Tumor Segmentation. | Liping Yi, Jinsong Zhang, Rui Zhang, Jiaqi Shi, Gang Wang, Xiaoguang Liu |
| 2020 | Adversarial Defense via Attention-Based Randomized Smoothing. | Xiao Xu, Shiyu Feng, Zheng Wang, Lizhe Xie, Yining Hu |
| 2020 | EdgeAugment: Data Augmentation by Fusing and Filling Edge Maps. | Bangfeng Xia, Yueling Zhang, Weiting Chen, Xiangfeng Wang, Jiangtao Wang |
| 2020 | EvoNet: A Neural Network for Predicting the Evolution of Dynamic Graphs. | Changmin Wu, Giannis Nikolentzos, Michalis Vazirgiannis |
| 2020 | Neural Network Compression via Learnable Wavelet Transforms. | Moritz Wolter, Shaohui Lin, Angela Yao |
| 2020 | Sequence Prediction Using Spectral RNNs. | Moritz Wolter, Jrgen Gall, Angela Yao |