| Hedging option books using neural-SDE market models | May 31, 2022 | Sensitivity | CodeCode Available | 1 |
| Group Probability-Weighted Tree Sums for Interpretable Modeling of Heterogeneous Data | May 30, 2022 | SensitivitySpecificity | CodeCode Available | 1 |
| The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains | May 23, 2022 | Cross-Lingual TransferMachine Translation | CodeCode Available | 1 |
| How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning? | Mar 27, 2022 | Self-Supervised LearningSensitivity | CodeCode Available | 1 |
| Shape-invariant 3D Adversarial Point Clouds | Mar 8, 2022 | Sensitivity | CodeCode Available | 1 |
| No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models | Feb 6, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| SPDY: Accurate Pruning with Speedup Guarantees | Jan 31, 2022 | GPUModel Compression | CodeCode Available | 1 |
| ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks | Jan 6, 2022 | Domain GeneralizationSensitivity | CodeCode Available | 1 |
| Long Story Short: Omitted Variable Bias in Causal Machine Learning | Dec 26, 2021 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 |
| Decision-based Black-box Attack Against Vision Transformers via Patch-wise Adversarial Removal | Dec 7, 2021 | Adversarial RobustnessSensitivity | CodeCode Available | 1 |
| DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet | Nov 8, 2021 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 1 |
| Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis | Nov 7, 2021 | Sensitivity | CodeCode Available | 1 |
| A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition | Oct 27, 2021 | Sensitivity | CodeCode Available | 1 |
| On sensitivity of meta-learning to support data | Oct 26, 2021 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Periodic Activation Functions Induce Stationarity | Oct 26, 2021 | SensitivityTranslation | CodeCode Available | 1 |
| 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 |
