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regression

Papers

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Showing 1–50 of 9424 papers

TitleStatusHype
AutoTrain: No-code training for state-of-the-art modelsCode7
D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution RefinementCode7
EvoGP: A GPU-accelerated Framework for Tree-based Genetic ProgrammingCode7
Gravity-aligned Rotation Averaging with Circular RegressionCode7
Improved Differentially Private Regression via Gradient BoostingCode5
BlazePose: On-device Real-time Body Pose trackingCode4
Evaluating Deep Regression Models for WSI-Based Gene-Expression PredictionCode4
Link and code: Fast indexing with graphs and compact regression codesCode4
Cameras as Rays: Pose Estimation via Ray DiffusionCode4
Improved 3D Point-Line Mapping Regression for Camera RelocalizationCode3
OmniPred: Language Models as Universal RegressorsCode3
Class Symbolic Regression: Gotta Fit 'Em AllCode3
Decoding-based RegressionCode3
Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional ProbabilitiesCode3
Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical lawsCode3
RoMa: Robust Dense Feature MatchingCode3
Physical Symbolic OptimizationCode3
TorchCP: A Python Library for Conformal PredictionCode3
Benchmarking Automatic Machine Learning FrameworksCode3
AER: Auto-Encoder with Regression for Time Series Anomaly DetectionCode3
Around the World in 80 Timesteps: A Generative Approach to Global Visual GeolocationCode3
Better by Default: Strong Pre-Tuned MLPs and Boosted Trees on Tabular DataCode3
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D EnvironmentsCode3
Predicting from Strings: Language Model Embeddings for Bayesian OptimizationCode3
Hierarchical Integration Diffusion Model for Realistic Image DeblurringCode2
Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor RegressionCode2
GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian SplattingCode2
Hyperparameter Optimization for Randomized Algorithms: A Case Study on Random FeaturesCode2
GSLoc: Efficient Camera Pose Refinement via 3D Gaussian SplattingCode2
GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual LocalizationCode2
From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context ExamplesCode2
FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and IntegrationCode2
GMFlow: Learning Optical Flow via Global MatchingCode2
Fractional ridge regression: a fast, interpretable reparameterization of ridge regressionCode2
Factor Fields: A Unified Framework for Neural Fields and BeyondCode2
FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and IntegrationCode2
Graph Neural Networks in TensorFlow and Keras with SpektralCode2
Distributional Gradient Boosting MachinesCode2
Discovering symbolic expressions with parallelized tree searchCode2
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective AnalysisCode2
CoverNet: Multimodal Behavior Prediction using Trajectory SetsCode2
Complex-YOLO: Real-time 3D Object Detection on Point CloudsCode2
CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion PriorCode2
Conformal prediction interval for dynamic time-seriesCode2
Distance-IoU Loss: Faster and Better Learning for Bounding Box RegressionCode2
DistPred: A Distribution-Free Probabilistic Inference Method for Regression and ForecastingCode2
EmoSphere-SER: Enhancing Speech Emotion Recognition Through Spherical Representation with Auxiliary ClassificationCode2
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory PredictionCode2
Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning ModelsCode2
CARD: Classification and Regression Diffusion ModelsCode2
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified