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regression

Papers

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Showing 251–300 of 9424 papers

TitleStatusHype
6D Object Pose Regression via Supervised Learning on Point CloudsCode1
Feature Selection via Mutual Information: New Theoretical InsightsCode1
Accurate 3D Object Detection using Energy-Based ModelsCode1
FII-CenterNet: An Anchor-Free Detector With Foreground Attention for Traffic Object DetectionCode1
Closed-loop Matters: Dual Regression Networks for Single Image Super-ResolutionCode1
C-Mixup: Improving Generalization in RegressionCode1
c-lasso -- a Python package for constrained sparse and robust regression and classificationCode1
Closed-Loop Koopman Operator ApproximationCode1
Conformal Prediction using Conditional HistogramsCode1
Convolutional neural networks for classification and regression analysis of one-dimensional spectral dataCode1
Deep Learning for Quantile Regression under Right Censoring: DeepQuantregCode1
Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-VotingCode1
CentripetalText: An Efficient Text Instance Representation for Scene Text DetectionCode1
CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing ImagesCode1
Censored Quantile Regression Neural Networks for Distribution-Free Survival AnalysisCode1
CDRNN: Discovering Complex Dynamics in Human Language ProcessingCode1
Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and TrackingCode1
Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine LearningCode1
Cauchy-Schwarz Divergence Information Bottleneck for RegressionCode1
CCDM: Continuous Conditional Diffusion Models for Image GenerationCode1
Can Large Language Models Understand Preferences in Personalized Recommendation?Code1
1st Place Solutions for OpenImage2019 -- Object Detection and Instance SegmentationCode1
Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input MechanismsCode1
CID: Cow Images Dataset for Regression and ClassificationCode1
Calibrated Multiple-Output Quantile Regression with Representation LearningCode1
Calibrated Explanations for RegressionCode1
Camera Pose Auto-Encoders for Improving Pose RegressionCode1
Boosted Sparse and Low-Rank Tensor RegressionCode1
AdaptivePose++: A Powerful Single-Stage Network for Multi-Person Pose RegressionCode1
BoostTree and BoostForest for Ensemble LearningCode1
Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problemsCode1
BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scaleCode1
BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to RegressionCode1
Bayesian inference for logistic models using Polya-Gamma latent variablesCode1
Bayesian Graph Neural Networks for Molecular Property PredictionCode1
Bayesian Optimization of Catalysis With In-Context LearningCode1
Bayesian Additive Regression NetworksCode1
BARMPy: Bayesian Additive Regression Models Python PackageCode1
Bayesian Additive Regression Trees with Model TreesCode1
Bayesian Variable Selection in a Million DimensionsCode1
BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose EstimationCode1
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity EstimationCode1
Adaptive Mixture Regression Network with Local Counting Map for Crowd CountingCode1
BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye ViewCode1
AWR: Adaptive Weighting Regression for 3D Hand Pose EstimationCode1
Automated Explanation of Machine Learning Models of Footballing Actions in WordsCode1
Body Part Regression for CT ImagesCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint EstimatesCode1
Automated Essay Scoring via Pairwise Contrastive RegressionCode1
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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