| Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor Regression | Dec 22, 2024 | 3D Lane DetectionLane Detection | CodeCode Available | 2 |
| GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian Splatting | Jan 23, 2025 | 3DGSNeRF | CodeCode Available | 2 |
| Hyperparameter Optimization for Randomized Algorithms: A Case Study on Random Features | Jun 30, 2024 | GPRHyperparameter Optimization | CodeCode Available | 2 |
| GSLoc: Efficient Camera Pose Refinement via 3D Gaussian Splatting | Aug 20, 2024 | 3DGSNeRF | CodeCode Available | 2 |
| GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual Localization | Sep 24, 2024 | 3D geometry3DGS | 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 |
| FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration | Aug 19, 2020 | 3D Hand Pose Estimation3D Human Reconstruction | CodeCode Available | 2 |
| GMFlow: Learning Optical Flow via Global Matching | Nov 26, 2021 | Optical Flow Estimationregression | CodeCode Available | 2 |
| Fractional ridge regression: a fast, interpretable reparameterization of ridge regression | May 7, 2020 | regression | CodeCode Available | 2 |
| Factor Fields: A Unified Framework for Neural Fields and Beyond | Feb 2, 2023 | NeRFregression | CodeCode Available | 2 |
| FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration | Aug 13, 2021 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 2 |
| Graph Neural Networks in TensorFlow and Keras with Spektral | Jun 22, 2020 | Deep LearningGeneral Classification | CodeCode Available | 2 |
| Distributional Gradient Boosting Machines | Apr 2, 2022 | Prediction Intervalsregression | CodeCode Available | 2 |
| Discovering symbolic expressions with parallelized tree search | Jul 5, 2024 | Equation Discoveryregression | CodeCode Available | 2 |
| EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis | Jan 16, 2024 | Instruction Followingregression | CodeCode Available | 2 |
| CoverNet: Multimodal Behavior Prediction using Trajectory Sets | Nov 23, 2019 | Predictionregression | CodeCode Available | 2 |
| Complex-YOLO: Real-time 3D Object Detection on Point Clouds | Mar 16, 2018 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior | Jan 6, 2023 | 3D Face Animationregression | CodeCode Available | 2 |
| Conformal prediction interval for dynamic time-series | Oct 18, 2020 | Conformal PredictionEnsemble Learning | CodeCode Available | 2 |
| Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression | Nov 19, 2019 | object-detectionObject Detection | CodeCode Available | 2 |
| DistPred: A Distribution-Free Probabilistic Inference Method for Regression and Forecasting | Jun 17, 2024 | Bayesian InferenceComputational Efficiency | CodeCode Available | 2 |
| EmoSphere-SER: Enhancing Speech Emotion Recognition Through Spherical Representation with Auxiliary Classification | May 26, 2025 | Emotion Recognitionregression | CodeCode Available | 2 |
| Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction | Mar 27, 2024 | Image CaptioningLanguage Modeling | CodeCode Available | 2 |
| Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models | Oct 28, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 2 |
| CARD: Classification and Regression Diffusion Models | Jun 15, 2022 | ClassificationDenoising | CodeCode Available | 2 |
