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regression

Papers

Showing 651700 of 9424 papers

TitleStatusHype
Temporal Gaussian Process Regression in Logarithmic TimeCode1
Gaussian Process Regression With Interpretable Sample-Wise Feature WeightsCode1
GDRNPP: A Geometry-guided and Fully Learning-based Object Pose EstimatorCode1
Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular SimulationCode1
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression TasksCode1
A Transformer-based Framework for Multivariate Time Series Representation LearningCode1
Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensemblesCode1
Global Matching with Overlapping Attention for Optical Flow EstimationCode1
GMLight: Lighting Estimation via Geometric Distribution ApproximationCode1
GP-BART: a novel Bayesian additive regression trees approach using Gaussian processesCode1
Graph Convolutional Networks for Road NetworksCode1
Graph Kernels: State-of-the-Art and Future ChallengesCode1
ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different DatasetsCode1
A Transformer Model for Symbolic Regression towards Scientific DiscoveryCode1
Assessing the Performance of Online Students -- New Data, New Approaches, Improved AccuracyCode1
An Accurate and Fully-Automated Ensemble Model for Weekly Time Series ForecastingCode1
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point CloudCode1
GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 GuidanceCode1
Healing Products of Gaussian ProcessesCode1
HealthEdge: A Machine Learning-Based Smart Healthcare Framework for Prediction of Type 2 Diabetes in an Integrated IoT, Edge, and Cloud Computing SystemCode1
High-Speed Tracking with Kernelized Correlation FiltersCode1
HIH: Towards More Accurate Face Alignment via Heatmap in HeatmapCode1
Homography-Based Loss Function for Camera Pose RegressionCode1
Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image RetrievalCode1
An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory SystemCode1
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention NetworksCode1
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationCode1
HTC-DC Net: Monocular Height Estimation from Single Remote Sensing ImagesCode1
A hybrid Decoder-DeepONet operator regression framework for unaligned observation dataCode1
Hyperparameter optimization in deep multi-target predictionCode1
ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual ScansCode1
IEBins: Iterative Elastic Bins for Monocular Depth EstimationCode1
A randomized algorithm to solve reduced rank operator regressionCode1
Dendrite Net: A White-Box Module for Classification, Regression, and System IdentificationCode1
Improve Representation for Imbalanced Regression through Geometric ConstraintsCode1
Improving Conditional Coverage via Orthogonal Quantile RegressionCode1
Improving Music Performance Assessment with Contrastive LearningCode1
Improving Sample and Feature Selection with Principal Covariates RegressionCode1
Improving Zero-Shot Models with Label Distribution PriorsCode1
In-Context Symbolic Regression: Leveraging Large Language Models for Function DiscoveryCode1
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding BoxCode1
Instance-Based Uncertainty Estimation for Gradient-Boosted Regression TreesCode1
An Empirical Study of Capital Asset Pricing Model based on Chinese A-share Trading DataCode1
Interpretable Long-term Action Quality AssessmentCode1
Invariance Principle Meets Information Bottleneck for Out-of-Distribution GeneralizationCode1
Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization AlgorithmsCode1
IterMVS: Iterative Probability Estimation for Efficient Multi-View StereoCode1
JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth ImageCode1
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB ImageCode1
A real-time fingerprint-based indoor positioning using deep learning and preceding statesCode1
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Benchmark Results

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