| mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imaging | Apr 30, 2025 | AI AgentClassification | CodeCode Available | 2 |
| LightLoc: Learning Outdoor LiDAR Localization at Light Speed | Mar 22, 2025 | Autonomous Drivingregression | CodeCode Available | 2 |
| Axes that matter: PCA with a difference | Mar 9, 2025 | regression | CodeCode Available | 2 |
| GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian Splatting | Jan 23, 2025 | 3DGSNeRF | CodeCode Available | 2 |
| Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor Regression | Dec 22, 2024 | 3D Lane DetectionLane Detection | CodeCode Available | 2 |
| Quantized symbolic time series approximation | Nov 20, 2024 | Anomaly DetectionAstronomy | CodeCode Available | 2 |
| SymbolFit: Automatic Parametric Modeling with Symbolic Regression | Nov 15, 2024 | Formregression | CodeCode Available | 2 |
| Very fast Bayesian Additive Regression Trees on GPU | Oct 30, 2024 | CPUGPU | CodeCode Available | 2 |
| Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models | Oct 28, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 2 |
| LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search | Oct 24, 2024 | ClusteringGPU | CodeCode Available | 2 |
| Mixed-curvature decision trees and random forests | Oct 3, 2024 | Link Predictionregression | CodeCode Available | 2 |
| GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual Localization | Sep 24, 2024 | 3D geometry3DGS | CodeCode Available | 2 |
| GSLoc: Efficient Camera Pose Refinement via 3D Gaussian Splatting | Aug 20, 2024 | 3DGSNeRF | CodeCode Available | 2 |
| Discovering symbolic expressions with parallelized tree search | Jul 5, 2024 | Equation Discoveryregression | CodeCode Available | 2 |
| SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding | Jul 3, 2024 | object-detectionObject Detection | CodeCode Available | 2 |
| RegMix: Data Mixture as Regression for Language Model Pre-training | Jul 1, 2024 | Common Sense ReasoningLanguage Modeling | CodeCode Available | 2 |
| Hyperparameter Optimization for Randomized Algorithms: A Case Study on Random Features | Jun 30, 2024 | GPRHyperparameter Optimization | CodeCode Available | 2 |
| EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition | Jun 26, 2024 | EEGEEG Emotion Recognition | CodeCode Available | 2 |
| KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning | Jun 26, 2024 | Graph ClassificationGraph Learning | CodeCode Available | 2 |
| DistPred: A Distribution-Free Probabilistic Inference Method for Regression and Forecasting | Jun 17, 2024 | Bayesian InferenceComputational Efficiency | CodeCode Available | 2 |
| LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language | May 21, 2024 | regression | CodeCode Available | 2 |
| Map-Relative Pose Regression for Visual Re-Localization | Apr 15, 2024 | Novel View Synthesisregression | CodeCode Available | 2 |
| From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples | Apr 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects | Mar 29, 2024 | 3D Object Detection3D Object Detection From Monocular Images | CodeCode Available | 2 |
| Video-Based Human Pose Regression via Decoupled Space-Time Aggregation | Mar 29, 2024 | Pose Estimationregression | CodeCode Available | 2 |
