| Gravity-aligned Rotation Averaging with Circular Regression | Oct 16, 2024 | Mixed Realityregression | CodeCode Available | 7 | 5 |
| D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution Refinement | Oct 17, 2024 | GPUReal-Time Object Detection | CodeCode Available | 7 | 5 |
| EvoGP: A GPU-accelerated Framework for Tree-based Genetic Programming | Jan 21, 2025 | Feature EngineeringGPU | CodeCode Available | 7 | 5 |
| AutoTrain: No-code training for state-of-the-art models | Oct 21, 2024 | Classificationimage-classification | CodeCode Available | 7 | 5 |
| Improved Differentially Private Regression via Gradient Boosting | Mar 6, 2023 | regression | CodeCode Available | 5 | 5 |
| BlazePose: On-device Real-time Body Pose tracking | Jun 17, 2020 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 4 | 5 |
| Evaluating Deep Regression Models for WSI-Based Gene-Expression Prediction | Oct 1, 2024 | Predictionregression | CodeCode Available | 4 | 5 |
| Link and code: Fast indexing with graphs and compact regression codes | Apr 26, 2018 | Image Similarity SearchQuantization | CodeCode Available | 4 | 5 |
| Cameras as Rays: Pose Estimation via Ray Diffusion | Feb 22, 2024 | 3D ReconstructionCamera Pose Estimation | CodeCode Available | 4 | 5 |
| Improved 3D Point-Line Mapping Regression for Camera Relocalization | Feb 28, 2025 | Camera Relocalizationregression | CodeCode Available | 3 | 5 |
| OmniPred: Language Models as Universal Regressors | Feb 22, 2024 | Experimental Designregression | CodeCode Available | 3 | 5 |
| Class Symbolic Regression: Gotta Fit 'Em All | Dec 4, 2023 | AllDeep Reinforcement Learning | CodeCode Available | 3 | 5 |
| Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional Probabilities | Nov 17, 2021 | regression | CodeCode Available | 3 | 5 |
| AER: Auto-Encoder with Regression for Time Series Anomaly Detection | Dec 27, 2022 | Anomaly DetectionBenchmarking | CodeCode Available | 3 | 5 |
| Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical laws | Mar 6, 2023 | Deep Reinforcement Learningregression | CodeCode Available | 3 | 5 |
| RoMa: Robust Dense Feature Matching | May 24, 2023 | Camera Pose EstimationDecoder | CodeCode Available | 3 | 5 |
| Physical Symbolic Optimization | Dec 6, 2023 | regressionreinforcement-learning | CodeCode Available | 3 | 5 |
| TorchCP: A Python Library for Conformal Prediction | Feb 20, 2024 | Conformal PredictionDeep Learning | CodeCode Available | 3 | 5 |
| Benchmarking Automatic Machine Learning Frameworks | Aug 17, 2018 | Automated Feature EngineeringAutoML | CodeCode Available | 3 | 5 |
| Decoding-based Regression | Jan 31, 2025 | Density Estimationregression | CodeCode Available | 3 | 5 |
| Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation | Dec 9, 2024 | DenoisingPhoto geolocation estimation | CodeCode Available | 3 | 5 |
| Better by Default: Strong Pre-Tuned MLPs and Boosted Trees on Tabular Data | Jul 5, 2024 | Classificationregression | CodeCode Available | 3 | 5 |
| TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments | Jun 5, 2023 | 3D Human Pose Estimationregression | CodeCode Available | 3 | 5 |
| Predicting from Strings: Language Model Embeddings for Bayesian Optimization | Oct 14, 2024 | Bayesian OptimizationExperimental Design | CodeCode Available | 3 | 5 |
| Hierarchical Integration Diffusion Model for Realistic Image Deblurring | May 22, 2023 | DeblurringImage Deblurring | CodeCode Available | 2 | 5 |
| Graph Neural Networks in TensorFlow and Keras with Spektral | Jun 22, 2020 | Deep LearningGeneral Classification | CodeCode Available | 2 | 5 |
| GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian Splatting | Jan 23, 2025 | 3DGSNeRF | CodeCode Available | 2 | 5 |
| Hyperparameter Optimization for Randomized Algorithms: A Case Study on Random Features | Jun 30, 2024 | GPRHyperparameter Optimization | CodeCode Available | 2 | 5 |
| GSLoc: Efficient Camera Pose Refinement via 3D Gaussian Splatting | Aug 20, 2024 | 3DGSNeRF | CodeCode Available | 2 | 5 |
| GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual Localization | Sep 24, 2024 | 3D geometry3DGS | CodeCode Available | 2 | 5 |
| 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 | 5 |
| 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 | 5 |
| 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 | 5 |
| Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models | Oct 28, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 2 | 5 |
| Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor Regression | Dec 22, 2024 | 3D Lane DetectionLane Detection | CodeCode Available | 2 | 5 |
| Fractional ridge regression: a fast, interpretable reparameterization of ridge regression | May 7, 2020 | regression | CodeCode Available | 2 | 5 |
| GMFlow: Learning Optical Flow via Global Matching | Nov 26, 2021 | Optical Flow Estimationregression | CodeCode Available | 2 | 5 |
| Distributional Gradient Boosting Machines | Apr 2, 2022 | Prediction Intervalsregression | CodeCode Available | 2 | 5 |
| Discovering symbolic expressions with parallelized tree search | Jul 5, 2024 | Equation Discoveryregression | CodeCode Available | 2 | 5 |
| EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis | Jan 16, 2024 | Instruction Followingregression | CodeCode Available | 2 | 5 |
| CoverNet: Multimodal Behavior Prediction using Trajectory Sets | Nov 23, 2019 | Predictionregression | CodeCode Available | 2 | 5 |
| Conformal prediction interval for dynamic time-series | Oct 18, 2020 | Conformal PredictionEnsemble Learning | CodeCode Available | 2 | 5 |
| CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior | Jan 6, 2023 | 3D Face Animationregression | CodeCode Available | 2 | 5 |
| Complex-YOLO: Real-time 3D Object Detection on Point Clouds | Mar 16, 2018 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression | Nov 19, 2019 | object-detectionObject Detection | CodeCode Available | 2 | 5 |
| DistPred: A Distribution-Free Probabilistic Inference Method for Regression and Forecasting | Jun 17, 2024 | Bayesian InferenceComputational Efficiency | CodeCode Available | 2 | 5 |
| EmoSphere-SER: Enhancing Speech Emotion Recognition Through Spherical Representation with Auxiliary Classification | May 26, 2025 | Emotion Recognitionregression | CodeCode Available | 2 | 5 |
| Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction | Mar 27, 2024 | Image CaptioningLanguage Modeling | CodeCode Available | 2 | 5 |
| Factor Fields: A Unified Framework for Neural Fields and Beyond | Feb 2, 2023 | NeRFregression | CodeCode Available | 2 | 5 |
| CARD: Classification and Regression Diffusion Models | Jun 15, 2022 | ClassificationDenoising | CodeCode Available | 2 | 5 |
