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regression

Papers

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Showing 451–500 of 9424 papers

TitleStatusHype
JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth ImageCode1
JNMR: Joint Non-linear Motion Regression for Video Frame InterpolationCode1
Bayesian Optimization of Catalysis With In-Context LearningCode1
Kernel Identification Through TransformersCode1
Knockoffs-SPR: Clean Sample Selection in Learning with Noisy LabelsCode1
Koopman Kernel RegressionCode1
Label Encoding for Regression NetworksCode1
LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and BeyondCode1
Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive ImagingCode1
Unifying Generation and Prediction on Graphs with Latent Graph DiffusionCode1
LCE: An Augmented Combination of Bagging and Boosting in PythonCode1
Learning a Formula of Interpretability to Learn Interpretable FormulasCode1
AWR: Adaptive Weighting Regression for 3D Hand Pose EstimationCode1
Backdoor Attacks on Crowd CountingCode1
Learning Deep Features in Instrumental Variable RegressionCode1
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert SpacesCode1
Learning from Label Relationships in Human AffectCode1
Learning from Suboptimal Demonstration via Self-Supervised Reward RegressionCode1
Learning Multi-Scene Absolute Pose Regression with TransformersCode1
Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View SynthesisCode1
Adaptive-Control-Oriented Meta-Learning for Nonlinear SystemsCode1
Learning Stereo Matchability in Disparity Regression NetworksCode1
Learning to Predict Graphs with Fused Gromov-Wasserstein BarycentersCode1
Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximationCode1
A Mathematical Analysis of Learning Loss for Active Learning in RegressionCode1
LGFCTR: Local and Global Feature Convolutional Transformer for Image MatchingCode1
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning TasksCode1
Automatically identifying ordinary differential equations from dataCode1
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression TasksCode1
Local Random Feature Approximations of the Gaussian KernelCode1
Bayesian Variable Selection in a Million DimensionsCode1
LogME: Practical Assessment of Pre-trained Models for Transfer LearningCode1
Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint EstimatesCode1
Machine-Guided Discovery of a Real-World Rogue Wave ModelCode1
Machine learning in physics: a short guideCode1
Machine learning models for DOTA 2 outcomes predictionCode1
MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion RecognitionCode1
Mask-Attention-Free Transformer for 3D Instance SegmentationCode1
Integrating Random Forests and Generalized Linear Models for Improved Accuracy and InterpretabilityCode1
Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data ModalitiesCode1
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age AssessmentCode1
Improving Molecular Representation Learning with Metric Learning-enhanced Optimal TransportCode1
Minimum Volume Conformal Sets for Multivariate RegressionCode1
AGORA: Avatars in Geography Optimized for Regression AnalysisCode1
Active Preference-Based Gaussian Process Regression for Reward LearningCode1
MLPs Learn In-Context on Regression and Classification TasksCode1
Mnemonic Descent Method: A recurrent process applied for end-to-end face alignmentCode1
MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImageCode1
Monash University, UEA, UCR Time Series Extrinsic Regression ArchiveCode1
Auto-Encoding Score Distribution Regression for Action Quality AssessmentCode1
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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