| Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models | Nov 8, 2021 | regression | CodeCode Available | 1 |
| Edge Tracing using Gaussian Process Regression | Nov 5, 2021 | regressionUncertainty Quantification | CodeCode Available | 1 |
| LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso | Nov 4, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Feature Aggregation and Refinement Network for 2D AnatomicalLandmark Detection | Nov 1, 2021 | Anatomical Landmark Detectionregression | CodeCode Available | 1 |
| PDE-READ: Human-readable Partial Differential Equation Discovery using Deep Learning | Nov 1, 2021 | Equation Discoveryregression | CodeCode Available | 1 |
| Symbolic Regression via Neural-Guided Genetic Programming Population Seeding | Oct 29, 2021 | Combinatorial Optimizationregression | CodeCode Available | 1 |
| Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers | Oct 29, 2021 | ClassificationDeep Learning | CodeCode Available | 1 |
| Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression | Oct 26, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Non-Gaussian Gaussian Processes for Few-Shot Regression | Oct 26, 2021 | Few-Shot LearningGaussian Processes | CodeCode Available | 1 |
| Projective Manifold Gradient Layer for Deep Rotation Regression | Oct 22, 2021 | regressionRiemannian optimization | CodeCode Available | 1 |
| Learning Proposals for Practical Energy-Based Regression | Oct 22, 2021 | regression | CodeCode Available | 1 |
| SLURP: Side Learning Uncertainty for Regression Problems | Oct 21, 2021 | regression | CodeCode Available | 1 |
| AniFormer: Data-driven 3D Animation with Transformer | Oct 20, 2021 | regression | CodeCode Available | 1 |
| Body Part Regression for CT Images | Oct 18, 2021 | Computed Tomography (CT)regression | CodeCode Available | 1 |
| System Norm Regularization Methods for Koopman Operator Approximation | Oct 18, 2021 | regression | CodeCode Available | 1 |
| EncT5: A Framework for Fine-tuning T5 as Non-autoregressive Models | Oct 16, 2021 | DecoderLanguage Modelling | CodeCode Available | 1 |
| Universally Rank Consistent Ordinal Regression in Neural Networks | Oct 14, 2021 | Binary ClassificationPrognosis | CodeCode Available | 1 |
| DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing | Oct 14, 2021 | Fault Detectionregression | CodeCode Available | 1 |
| Automated Essay Scoring Using Transformer Models | Oct 13, 2021 | Automated Essay ScoringBIG-bench Machine Learning | CodeCode Available | 1 |
| Subspace Regularizers for Few-Shot Class Incremental Learning | Oct 13, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| The Eigenlearning Framework: A Conservation Law Perspective on Kernel Regression and Wide Neural Networks | Oct 8, 2021 | Adversarial RobustnessInductive Bias | CodeCode Available | 1 |
| Decoupled Adaptation for Cross-Domain Object Detection | Oct 6, 2021 | Domain AdaptationObject | CodeCode Available | 1 |
| RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests | Oct 6, 2021 | BIG-bench Machine LearningModel Selection | CodeCode Available | 1 |
| Calibrated Multiple-Output Quantile Regression with Representation Learning | Oct 2, 2021 | Conformal Predictionquantile regression | CodeCode Available | 1 |
| VoxCeleb Enrichment for Age and Gender Recognition | Sep 28, 2021 | Age Estimationregression | CodeCode Available | 1 |
