| 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 |
