| TUNet: A Block-online Bandwidth Extension Model based on Transformers and Self-supervised Pretraining | Oct 26, 2021 | Audio Super-ResolutionBandwidth Extension | CodeCode Available | 1 |
| Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning | Oct 9, 2021 | Continual LearningSensitivity | CodeCode Available | 1 |
| LEMON: Explainable Entity Matching | Oct 1, 2021 | counterfactualSensitivity | CodeCode Available | 1 |
| slimTrain -- A Stochastic Approximation Method for Training Separable Deep Neural Networks | Sep 28, 2021 | SensitivityStochastic Optimization | CodeCode Available | 1 |
| A Nonlinear Beamforming for Enhanced Spatiotemporal Sensitivity in High Frame Rate Ultrasound Flow Imaging | Aug 5, 2021 | Sensitivity | CodeCode Available | 1 |
| A Fuzzy Rank-based Ensemble of CNN Models for Classification of Cervical Cytology | Jul 15, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Consistency Regularization for Cross-Lingual Fine-Tuning | Jun 15, 2021 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| Analysis of the robustness of NMF algorithms | Jun 4, 2021 | feature selectionSensitivity | CodeCode Available | 1 |
| Hamiltonian Deep Neural Networks Guaranteeing Non-vanishing Gradients by Design | May 27, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT Sensors | May 2, 2021 | BinarizationSensitivity | CodeCode Available | 1 |
