| ConR: Contrastive Regularizer for Deep Imbalanced Regression | Sep 13, 2023 | Deep imbalanced regressionregression | CodeCode Available | 1 |
| Nonlinear Granger Causality using Kernel Ridge Regression | Sep 10, 2023 | regression | CodeCode Available | 1 |
| Introducing Thermodynamics-Informed Symbolic Regression -- A Tool for Thermodynamic Equations of State Development | Sep 6, 2023 | regressionSymbolic Regression | CodeCode Available | 1 |
| BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye View | Sep 5, 2023 | 3D Single Object TrackingAutonomous Driving | CodeCode Available | 1 |
| Mask-Attention-Free Transformer for 3D Instance Segmentation | Sep 4, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Calibrated Explanations for Regression | Aug 30, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition | Aug 30, 2023 | ClassificationEEG | CodeCode Available | 1 |
| Tensor Regression | Aug 22, 2023 | regression | CodeCode Available | 1 |
| A hybrid Decoder-DeepONet operator regression framework for unaligned observation data | Aug 18, 2023 | Decoderregression | CodeCode Available | 1 |
| Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction | Aug 18, 2023 | Predictionregression | CodeCode Available | 1 |
| Towards Temporal Edge Regression: A Case Study on Agriculture Trade Between Nations | Aug 15, 2023 | Graph RegressionLink Prediction | CodeCode Available | 1 |
| Probabilistic MIMO U-Net: Efficient and Accurate Uncertainty Estimation for Pixel-wise Regression | Aug 14, 2023 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| LCE: An Augmented Combination of Bagging and Boosting in Python | Aug 14, 2023 | Model Selectionregression | CodeCode Available | 1 |
| ViT2EEG: Leveraging Hybrid Pretrained Vision Transformers for EEG Data | Aug 1, 2023 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Explainable Equivariant Neural Networks for Particle Physics: PELICAN | Jul 31, 2023 | regression | CodeCode Available | 1 |
| EFLNet: Enhancing Feature Learning for Infrared Small Target Detection | Jul 27, 2023 | regression | CodeCode Available | 1 |
| Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM Architecture | Jul 20, 2023 | Classificationregression | CodeCode Available | 1 |
| GBT: Two-stage transformer framework for non-stationary time series forecasting | Jul 17, 2023 | Decoderregression | CodeCode Available | 1 |
| Integrating Random Forests and Generalized Linear Models for Improved Accuracy and Interpretability | Jul 4, 2023 | Drug Response PredictionFeature Importance | CodeCode Available | 1 |
| Engression: Extrapolation through the Lens of Distributional Regression | Jul 3, 2023 | quantile regressionregression | CodeCode Available | 1 |
| Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression | Jun 26, 2023 | DiversityIn-Context Learning | CodeCode Available | 1 |
| Estimating the Uncertainty in Emotion Attributes using Deep Evidential Regression | Jun 11, 2023 | AttributeEmotion Recognition | CodeCode Available | 1 |
| Predictive Modeling of Menstrual Cycle Length: A Time Series Forecasting Approach | Jun 11, 2023 | regressionTime Series | CodeCode Available | 1 |
| Estimating Koopman operators with sketching to provably learn large scale dynamical systems | Jun 7, 2023 | Computational Efficiencyregression | CodeCode Available | 1 |
| A Large-Scale Study of Probabilistic Calibration in Neural Network Regression | Jun 5, 2023 | AttributeConformal Prediction | CodeCode Available | 1 |
