| Online Map Vectorization for Autonomous Driving: A Rasterization Perspective | Jun 18, 2023 | Autonomous DrivingPhilosophy | CodeCode Available | 1 |
| LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images | May 30, 2023 | counterfactualLanguage Modeling | CodeCode Available | 1 |
| Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios | May 26, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search | May 23, 2023 | Person SearchRelation | CodeCode Available | 1 |
| Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization | May 22, 2023 | Dialogue GenerationResponse Generation | CodeCode Available | 1 |
| Uncertainty Aware Neural Network from Similarity and Sensitivity | Apr 27, 2023 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Quantifying Space-Time Load Shifting Flexibility in Electricity Markets | Mar 17, 2023 | Sensitivity | CodeCode Available | 1 |
| Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning | Mar 15, 2023 | parameter-efficient fine-tuningSensitivity | CodeCode Available | 1 |
| Exploring QSAR Models for Activity-Cliff Prediction | Jan 31, 2023 | molecular representationPrediction | CodeCode Available | 1 |
| Deep learning-driven fragment ion series classification enables highly precise and sensitive de novo peptide sequencing | Jan 6, 2023 | de novo peptide sequencingSensitivity | CodeCode Available | 1 |
| Scratch Each Other's Back: Incomplete Multi-Modal Brain Tumor Segmentation via Category Aware Group Self-Support Learning | Jan 1, 2023 | Brain Tumor SegmentationSensitivity | CodeCode Available | 1 |
| Improving Robustness of Vision Transformers by Reducing Sensitivity To Patch Corruptions | Jan 1, 2023 | Sensitivity | CodeCode Available | 1 |
| MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning | Dec 21, 2022 | SensitivityTransfer Learning | CodeCode Available | 1 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| One Risk to Rule Them All: A Risk-Sensitive Perspective on Model-Based Offline Reinforcement Learning | Nov 30, 2022 | AllDecision Making | CodeCode Available | 1 |
| Extending Logic Explained Networks to Text Classification | Nov 4, 2022 | ClassificationSensitivity | CodeCode Available | 1 |
| Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples | Nov 1, 2022 | backdoor defenseSensitivity | CodeCode Available | 1 |
| DEMETR: Diagnosing Evaluation Metrics for Translation | Oct 25, 2022 | DiagnosticMachine Translation | CodeCode Available | 1 |
| A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models | Oct 21, 2022 | MathMathematical Reasoning | CodeCode Available | 1 |
| A Cascaded Multi-Task Generative Framework for Detecting Aortic Dissection on 3D Non-contrast-enhanced Computed Tomography | Oct 1, 2022 | Sensitivity | CodeCode Available | 1 |
| High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection | Sep 20, 2022 | Breast Cancer DetectionData Augmentation | CodeCode Available | 1 |
| SAFE: Sensitivity-Aware Features for Out-of-Distribution Object Detection | Aug 29, 2022 | Image ClassificationObject | CodeCode Available | 1 |
| Schooling and Labor Market Consequences of School Construction in Indonesia: Comment | Jul 19, 2022 | AttributeSensitivity | CodeCode Available | 1 |
| Closed-Form Diffeomorphic Transformations for Time Series Alignment | Jun 16, 2022 | CPUForm | CodeCode Available | 1 |
| Siamese Image Modeling for Self-Supervised Vision Representation Learning | Jun 2, 2022 | Representation LearningSelf-Supervised Learning | CodeCode Available | 1 |
| 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 |
