| 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 |
| Conformal Prediction with Missing Values | Jun 5, 2023 | Conformal PredictionData Augmentation | CodeCode Available | 1 |
| Error Bounds for Learning with Vector-Valued Random Features | May 26, 2023 | regression | CodeCode Available | 1 |
| Koopman Kernel Regression | May 25, 2023 | Decision Makingregression | CodeCode Available | 1 |
| KeyPosS: Plug-and-Play Facial Landmark Detection through GPS-Inspired True-Range Multilateration | May 25, 2023 | BenchmarkingFace Recognition | CodeCode Available | 1 |
| Semi-Supervised Graph Imbalanced Regression | May 20, 2023 | Graph Regressionregression | CodeCode Available | 1 |
| Riemannian Multinomial Logistics Regression for SPD Neural Networks | May 18, 2023 | Action RecognitionEEG | CodeCode Available | 1 |
| Nowcasting with signature methods | May 17, 2023 | regression | CodeCode Available | 1 |
| Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial | May 7, 2023 | Decision MakingManagement | CodeCode Available | 1 |
| Optimizing Hyperparameters with Conformal Quantile Regression | May 5, 2023 | Gaussian ProcessesHyperparameter Optimization | CodeCode Available | 1 |
| A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image | Apr 27, 2023 | 3D Hand Pose Estimationregression | CodeCode Available | 1 |
| Automatically identifying ordinary differential equations from data | Apr 21, 2023 | Denoisingregression | CodeCode Available | 1 |
| You Only Need Two Detectors to Achieve Multi-Modal 3D Multi-Object Tracking | Apr 18, 2023 | 3D Multi-Object TrackingMulti-Object Tracking | CodeCode Available | 1 |
| Recursive Joint Attention for Audio-Visual Fusion in Regression based Emotion Recognition | Apr 17, 2023 | Emotion Recognitionregression | CodeCode Available | 1 |
| Neural Attention Forests: Transformer-Based Forest Improvement | Apr 12, 2023 | regression | CodeCode Available | 1 |
| Bayesian Optimization of Catalysis With In-Context Learning | Apr 11, 2023 | Bayesian OptimizationFeature Engineering | CodeCode Available | 1 |
| Regression-based Deep-Learning predicts molecular biomarkers from pathology slides | Apr 11, 2023 | ClassificationDeep Learning | CodeCode Available | 1 |
| HNeRV: A Hybrid Neural Representation for Videos | Apr 5, 2023 | DecoderDenoising | CodeCode Available | 1 |
| HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion | Apr 3, 2023 | Autonomous Drivinglidar absolute pose regression | CodeCode Available | 1 |
| An Empirical Study of Capital Asset Pricing Model based on Chinese A-share Trading Data | Apr 1, 2023 | regression | CodeCode Available | 1 |
| Inferring networks from time series: a neural approach | Mar 30, 2023 | parameter estimationregression | CodeCode Available | 1 |
| Closed-Loop Koopman Operator Approximation | Mar 27, 2023 | regression | CodeCode Available | 1 |
| FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional Regressions | Mar 26, 2023 | CPUfeature selection | CodeCode Available | 1 |
| Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle | Mar 24, 2023 | Learning Theoryregression | CodeCode Available | 1 |
| DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices | Mar 23, 2023 | Domain Adaptationregression | CodeCode Available | 1 |
| Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration | Mar 20, 2023 | DeblurringDenoising | CodeCode Available | 1 |
