| Symbolic regression for scientific discovery: an application to wind speed forecasting | Feb 21, 2021 | Feature Engineeringregression | CodeCode Available | 1 |
| GMLight: Lighting Estimation via Geometric Distribution Approximation | Feb 20, 2021 | Lighting Estimationregression | CodeCode Available | 1 |
| Temporal Gaussian Process Regression in Logarithmic Time | Feb 19, 2021 | GPUregression | CodeCode Available | 1 |
| Delving into Deep Imbalanced Regression | Feb 18, 2021 | Deep imbalanced regressionregression | CodeCode Available | 1 |
| Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing | Feb 17, 2021 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| Healing Products of Gaussian Processes | Feb 14, 2021 | Gaussian ProcessesGeneral Classification | CodeCode Available | 1 |
| Only a Matter of Style: Age Transformation Using a Style-Based Regression Model | Feb 4, 2021 | Face Age EditingImage Manipulation | CodeCode Available | 1 |
| Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine Learning | Feb 1, 2021 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 |
| CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing Images | Jan 18, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Deep Cox Mixtures for Survival Regression | Jan 16, 2021 | regressionSurvival Analysis | CodeCode Available | 1 |
| Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors | Jan 13, 2021 | Objectobject-detection | CodeCode Available | 1 |
| FII-CenterNet: An Anchor-Free Detector With Foreground Attention for Traffic Object Detection | Jan 8, 2021 | Diversityobject-detection | CodeCode Available | 1 |
| Do We Really Need Deep Learning Models for Time Series Forecasting? | Jan 6, 2021 | Deep Learningregression | CodeCode Available | 1 |
| Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation | Dec 30, 2020 | Pose Estimationregression | CodeCode Available | 1 |
| Improving Sample and Feature Selection with Principal Covariates Regression | Dec 22, 2020 | feature selectionregression | CodeCode Available | 1 |
| LieTransformer: Equivariant self-attention for Lie Groups | Dec 20, 2020 | regression | CodeCode Available | 1 |
| Contrastive Learning of Relative Position Regression for One-Shot Object Localization in 3D Medical Images | Dec 13, 2020 | Contrastive LearningObject Localization | CodeCode Available | 1 |
| Yelp Review Rating Prediction: Machine Learning and Deep Learning Models | Dec 12, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Robust Facial Landmark Detection by Multi-order Multi-constraint Deep Networks | Dec 9, 2020 | Facial Landmark Detectionregression | CodeCode Available | 1 |
| Human Detection and Segmentation via Multi-view Consensus | Dec 9, 2020 | Human Detectionregression | CodeCode Available | 1 |
| Accurate 3D Object Detection using Energy-Based Models | Dec 8, 2020 | 2D Object Detection3D Object Detection | CodeCode Available | 1 |
| Dynamic Anchor Learning for Arbitrary-Oriented Object Detection | Dec 8, 2020 | Multi-Oriented Scene Text DetectionObject | CodeCode Available | 1 |
| Improving KernelSHAP: Practical Shapley Value Estimation via Linear Regression | Dec 2, 2020 | regression | CodeCode Available | 1 |
| Residuals-based distributionally robust optimization with covariate information | Dec 2, 2020 | regression | CodeCode Available | 1 |
| Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters | Dec 1, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
