| 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 |
| Human Detection and Segmentation via Multi-view Consensus | Dec 9, 2020 | Human Detectionregression | CodeCode Available | 1 |
| Robust Facial Landmark Detection by Multi-order Multi-constraint Deep Networks | Dec 9, 2020 | Facial Landmark 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 |
| DSNet: A Flexible Detect-to-Summarize Network for Video Summarization | Dec 1, 2020 | regressionSupervised Video Summarization | CodeCode Available | 1 |
| Bayesian Graph Neural Networks for Molecular Property Prediction | Nov 25, 2020 | Molecular Property PredictionPrediction | CodeCode Available | 1 |
| Conjecturing-Based Discovery of Patterns in Data | Nov 23, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| Robust Gaussian Process Regression Based on Iterative Trimming | Nov 22, 2020 | regression | CodeCode Available | 1 |
| Supervised deep learning prediction of the formation enthalpy of the full set of configurations in complex phases: the σ-phase as an example | Nov 21, 2020 | regression | CodeCode Available | 1 |
| Optimizing Approximate Leave-one-out Cross-validation to Tune Hyperparameters | Nov 20, 2020 | regression | CodeCode Available | 1 |
| Dense Label Encoding for Boundary Discontinuity Free Rotation Detection | Nov 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input Mechanisms | Nov 15, 2020 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Sparsely constrained neural networks for model discovery of PDEs | Nov 9, 2020 | Model Discoveryregression | CodeCode Available | 1 |
| Graph Kernels: State-of-the-Art and Future Challenges | Nov 7, 2020 | regression | CodeCode Available | 1 |
| Fighting an Infodemic: COVID-19 Fake News Dataset | Nov 6, 2020 | ArticlesBIG-bench Machine Learning | CodeCode Available | 1 |
| c-lasso -- a Python package for constrained sparse and robust regression and classification | Nov 2, 2020 | General Classificationregression | CodeCode Available | 1 |
| Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions | Oct 28, 2020 | regression | CodeCode Available | 1 |
| NILM as a regression versus classification problem: the importance of thresholding | Oct 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model | Oct 25, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Graph Neural Network for Large-Scale Network Localization | Oct 22, 2020 | Graph Neural Networkregression | CodeCode Available | 1 |
| Learning Invariances in Neural Networks | Oct 22, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Learning from Suboptimal Demonstration via Self-Supervised Reward Regression | Oct 17, 2020 | regression | CodeCode Available | 1 |
| Quantile regression with deep ReLU Networks: Estimators and minimax rates | Oct 16, 2020 | quantile regressionregression | CodeCode Available | 1 |
| An Accurate and Fully-Automated Ensemble Model for Weekly Time Series Forecasting | Oct 16, 2020 | Meta-Learningregression | CodeCode Available | 1 |
| Multi-fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces | Oct 16, 2020 | Gaussian Processesregression | CodeCode Available | 1 |
| Decomposing non-stationary signals with time-varying wave-shape functions | Oct 14, 2020 | Computational Efficiencyregression | CodeCode Available | 1 |
| Learning Deep Features in Instrumental Variable Regression | Oct 14, 2020 | regression | CodeCode Available | 1 |
| Task Decoupled Knowledge Distillation For Lightweight Face Detectors | Oct 14, 2020 | Face DetectionKnowledge Distillation | CodeCode Available | 1 |
| VEST: Automatic Feature Engineering for Forecasting | Oct 14, 2020 | Feature Engineeringfeature selection | CodeCode Available | 1 |
