| SGLoc: Scene Geometry Encoding for Outdoor LiDAR Localization | Jan 1, 2023 | Outdoor LocalizationPose Estimation | CodeCode Available | 1 |
| Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers | Dec 23, 2022 | Bayesian Inferenceregression | CodeCode Available | 1 |
| Efficient Conditionally Invariant Representation Learning | Dec 16, 2022 | Fairnessregression | CodeCode Available | 1 |
| QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query | Dec 15, 2022 | regression | CodeCode Available | 1 |
| Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation | Dec 13, 2022 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Label Encoding for Regression Networks | Dec 4, 2022 | Binary Classificationregression | CodeCode Available | 1 |
| Fast and Lightweight Scene Regressor for Camera Relocalization | Dec 4, 2022 | 3D ReconstructionCamera Localization | CodeCode Available | 1 |
| SRSD: Rethinking Datasets of Symbolic Regression for Scientific Discovery | Dec 2, 2022 | regressionscientific discovery | CodeCode Available | 1 |
| Improving Zero-Shot Models with Label Distribution Priors | Dec 1, 2022 | Attributeregression | CodeCode Available | 1 |
| Synthetic data enable experiments in atomistic machine learning | Nov 29, 2022 | regression | CodeCode Available | 1 |
| SCOOP: Self-Supervised Correspondence and Optimization-Based Scene Flow | Nov 25, 2022 | regressionScene Flow Estimation | CodeCode Available | 1 |
| MEGAN: Multi-Explanation Graph Attention Network | Nov 23, 2022 | Explainable artificial intelligenceGraph Attention | CodeCode Available | 1 |
| RobustLoc: Robust Camera Pose Regression in Challenging Driving Environments | Nov 21, 2022 | Autonomous Drivingcamera absolute pose regression | CodeCode Available | 1 |
| Exhaustive Symbolic Regression | Nov 21, 2022 | regressionSymbolic Regression | CodeCode Available | 1 |
| NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera Localization | Nov 21, 2022 | Camera LocalizationDecoder | CodeCode Available | 1 |
| SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting | Nov 16, 2022 | regressionTAR | CodeCode Available | 1 |
| Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep Learning | Nov 16, 2022 | ClassificationImage Classification | CodeCode Available | 1 |
| Contrastive learning for regression in multi-site brain age prediction | Nov 14, 2022 | Contrastive Learningregression | CodeCode Available | 1 |
| Semi-supervised Variational Autoencoder for Regression: Application on Soft Sensors | Nov 11, 2022 | regressionUncertainty Quantification | CodeCode Available | 1 |
| Regression as Classification: Influence of Task Formulation on Neural Network Features | Nov 10, 2022 | regression | CodeCode Available | 1 |
| flexBART: Flexible Bayesian regression trees with categorical predictors | Nov 8, 2022 | regression | CodeCode Available | 1 |
| Hyperparameter optimization in deep multi-target prediction | Nov 8, 2022 | AutoMLBenchmarking | CodeCode Available | 1 |
| A Comprehensive Survey of Regression Based Loss Functions for Time Series Forecasting | Nov 5, 2022 | Anomaly Detectionregression | CodeCode Available | 1 |
| PELICAN: Permutation Equivariant and Lorentz Invariant or Covariant Aggregator Network for Particle Physics | Nov 1, 2022 | regression | CodeCode Available | 1 |
| Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning | Oct 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
