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regression

Papers

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Showing 51–100 of 9424 papers

TitleStatusHype
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory PredictionCode2
Single Domain Generalization for Crowd CountingCode2
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective AnalysisCode2
SRFormer: Text Detection Transformer with Incorporated Segmentation and RegressionCode2
Hierarchical Integration Diffusion Model for Realistic Image DeblurringCode2
Interpretable Machine Learning for Science with PySR and SymbolicRegression.jlCode2
Factor Fields: A Unified Framework for Neural Fields and BeyondCode2
Prediction-Powered InferenceCode2
CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion PriorCode2
Transformers learn in-context by gradient descentCode2
Multi-Target XGBoostLSS RegressionCode2
Towards Lightweight Super-Resolution with Dual Regression LearningCode2
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular ImagesCode2
Parametric and Multivariate Uncertainty Calibration for Regression and Object DetectionCode2
CARD: Classification and Regression Diffusion ModelsCode2
Neural interval-censored survival regression with feature selectionCode2
BinsFormer: Revisiting Adaptive Bins for Monocular Depth EstimationCode2
Distributional Gradient Boosting MachinesCode2
Balanced MSE for Imbalanced Visual RegressionCode2
Rethinking Depth Estimation for Multi-View Stereo: A Unified RepresentationCode2
Putting People in their Place: Monocular Regression of 3D People in DepthCode2
NeuralProphet: Explainable Forecasting at ScaleCode2
GMFlow: Learning Optical Flow via Global MatchingCode2
PySINDy: A comprehensive Python package for robust sparse system identificationCode2
FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and IntegrationCode2
Multivariate Probabilistic Regression with Natural Gradient BoostingCode2
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression ProblemsCode2
Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty QuantificationCode2
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image AnalysisCode2
Conformal prediction interval for dynamic time-seriesCode2
Monocular, One-stage, Regression of Multiple 3D PeopleCode2
FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and IntegrationCode2
Graph Neural Networks in TensorFlow and Keras with SpektralCode2
Learning Convex Optimization ModelsCode2
RetinaFace: Single-Shot Multi-Level Face Localisation in the WildCode2
Fractional ridge regression: a fast, interpretable reparameterization of ridge regressionCode2
On the Arbitrary-Oriented Object Detection: Classification based Approaches RevisitedCode2
CoverNet: Multimodal Behavior Prediction using Trajectory SetsCode2
Distance-IoU Loss: Faster and Better Learning for Bounding Box RegressionCode2
NGBoost: Natural Gradient Boosting for Probabilistic PredictionCode2
Complex-YOLO: Real-time 3D Object Detection on Point CloudsCode2
Vector Contrastive Learning For Pixel-Wise Pretraining In Medical VisionCode1
Taylor expansion-based Kolmogorov-Arnold network for blind image quality assessmentCode1
Multi-Label Stereo Matching for Transparent Scene Depth EstimationCode1
Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold NetworksCode1
Discovering Partially Known Ordinary Differential Equations: a Case Study on the Chemical Kinetics of Cellulose DegradationCode1
GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 GuidanceCode1
Automated Explanation of Machine Learning Models of Footballing Actions in WordsCode1
Minimum Volume Conformal Sets for Multivariate RegressionCode1
GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose EstimationCode1
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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