| 2021 | Detecting Scarce Emotions Using BERT and Hyperparameter Optimization. | Zahra Rajabi, zlem Uzuner, Amarda Shehu |
| 2021 | BFRIFP: Brain Functional Reorganization Inspired Filter Pruning. | Shoumeng Qiu, Yuzhang Gu, Xiaolin Zhang |
| 2021 | DSNet: Dynamic Selection Network for Biomedical Image Segmentation. | Xiaofei Qin, Yan Liu, Liang Tang, Shuhui Zhao, Xingchen Zhou, Xuedian Zhang, Dengbin Wang |
| 2021 | DVAMN: Dual Visual Attention Matching Network for Zero-Shot Action Recognition. | Cheng Qi, Zhiyong Feng, Meng Xing, Yong Su |
| 2021 | Neural Paraphrase Generation with Multi-domain Corpus. | Lin Qiao, Yida Li, ChenLi Zhong |
| 2021 | A Multi-Task MRC Framework for Chinese Emotion Cause and Experiencer Extraction. | Haoda Qian, Qiudan Li, Zaichuan Tang |
| 2021 | Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons. | Chandresh Pravin, Ivan Martino, Giuseppe Nicosia, Varun Ojha |
| 2021 | Generalised Controller Design Using Continual Learning. | Diana Benavides Prado, Chathura Wanigasekara, Akshya Swain |
| 2021 | Estimating Expected Calibration Errors. | Nicolas Posocco, Antoine Bonnefoy |
| 2021 | First-Order and Second-Order Variants of the Gradient Descent in a Unified Framework. | Thomas Pierrot, Nicolas Perrin-Gilbert, Olivier Sigaud |
| 2021 | Improving Visual Question Answering by Semantic Segmentation. | Viet-Quoc Pham, Nao Mishima, Toshiaki Nakasu |
| 2021 | Identification of Incorrect Karyotypes Using Deep Learning. | Jing Peng, Chengchuang Lin, Gansen Zhao, Aihua Yin, Hanbiao Chen, Li Guo, Shuangyin Li |
| 2021 | Leveraging GANs via Non-local Features. | Xuyang Peng, Weifeng Liu, Baodi Liu, Kai Zhang, Xiaoping Lu, Yicong Zhou |
| 2021 | Intrinsic Motivation Model Based on Reward Gating. | Matej Pechc, Igor Farkas |
| 2021 | Gator: Customizable Channel Pruning of Neural Networks with Gating. | Eli Passov, Eli David, Nathan S. Netanyahu |
| 2021 | Separation of Memory and Processing in Dual Recurrent Neural Networks. | Christian Oliva, Luis Fernando Lago-Fernndez |
| 2021 | Precise Temporal P300 Detection in Brain Computer Interface EEG Signals Using a Long-Short Term Memory. | Christian Oliva, Vinicio Changoluisa, Francisco de Borja Rodrguez, Luis Fernando Lago-Fernndez |
| 2021 | An Empirical Study of the Expressiveness of Graph Kernels and Graph Neural Networks. | Giannis Nikolentzos, George Panagopoulos, Michalis Vazirgiannis |
| 2021 | The Principle of Weight Divergence Facilitation for Unsupervised Pattern Recognition in Spiking Neural Networks. | Oleg Nikitin, Olga Lukyanova, Alex Kunin |
| 2021 | A Progressive Image Inpainting Algorithm with a Mask Auto-update Branch. | Liang Nie, Wenxin Yu, Xuewen Zhang, Siyuan Li, Ning Jiang, Zhiqiang Zhang |
| 2021 | Empirically Explaining SGD from a Line Search Perspective. | Maximus Mutschler, Andreas Zell |
| 2021 | MAT-DQN: Toward Interpretable Multi-agent Deep Reinforcement Learning for Coordinated Activities. | Yoshinari Motokawa, Toshiharu Sugawara |
| 2021 | Sisfrutos Papaya: A Dataset for Detection and Classification of Diseases in Papaya. | Jairo Lucas de Moraes, Jorcy de Oliveira Neto, Jacson Rodrigues Correia da Silva, Thiago M. Paixo, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza |
| 2021 | Labeling Chest X-Ray Reports Using Deep Learning. | Maram Mahmoud A. Monshi, Josiah Poon, Vera Yuk Ying Chung, Fahad Mahmoud Monshi |
| 2021 | Behavior of Keyword Spotting Networks Under Noisy Conditions. | Anwesh Mohanty, Adrian Frischknecht, Christoph Gerum, Oliver Bringmann |