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regression

Papers

Showing 351400 of 9424 papers

TitleStatusHype
Bayesian Additive Regression Trees with Model TreesCode1
Bayesian Optimization of Catalysis With In-Context LearningCode1
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price PredictionCode1
Direct-PoseNet: Absolute Pose Regression with Photometric ConsistencyCode1
Discovery of Nonlinear Dynamical Systems using a Runge-Kutta Inspired Dictionary-based Sparse Regression ApproachCode1
Discrete-time Competing-Risks Regression with or without PenalizationCode1
Backdoor Attacks on Crowd CountingCode1
Disentangle Your Dense Object DetectorCode1
Distributional Correlation--Aware Knowledge Distillation for Stock Trading Volume PredictionCode1
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression TasksCode1
Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution GeneralizationCode1
Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning PuzzleCode1
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep LearningCode1
DSNet: A Flexible Detect-to-Summarize Network for Video SummarizationCode1
Dynamic Anchor Learning for Arbitrary-Oriented Object DetectionCode1
Dynamic R-CNN: Towards High Quality Object Detection via Dynamic TrainingCode1
Automatically identifying ordinary differential equations from dataCode1
AWR: Adaptive Weighting Regression for 3D Hand Pose EstimationCode1
Efficient Dataset Distillation Using Random Feature ApproximationCode1
Efficient Facial Expression Analysis For Dimensional Affect Recognition Using Geometric FeaturesCode1
Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement LearningCode1
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge RegressionCode1
Bayesian Variable Selection in a Million DimensionsCode1
Auto-Encoding Score Distribution Regression for Action Quality AssessmentCode1
EncT5: A Framework for Fine-tuning T5 as Non-autoregressive ModelsCode1
End-to-end symbolic regression with transformersCode1
Adversarial Driving: Attacking End-to-End Autonomous DrivingCode1
Adversarial Examples in Deep Learning for Multivariate Time Series RegressionCode1
Ensemble Conformalized Quantile Regression for Probabilistic Time Series ForecastingCode1
Error Bounds for Learning with Vector-Valued Random FeaturesCode1
Estimating and Evaluating Regression Predictive Uncertainty in Deep Object DetectorsCode1
Estimating Koopman operators with sketching to provably learn large scale dynamical systemsCode1
DeepMoD: Deep learning for Model Discovery in noisy dataCode1
AgeFlow: Conditional Age Progression and Regression with Normalizing FlowsCode1
Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data ModalitiesCode1
Exhaustive Symbolic RegressionCode1
Explicit Box Detection Unifies End-to-End Multi-Person Pose EstimationCode1
Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech EnhancementCode1
Automated Essay Scoring Using Transformer ModelsCode1
Fairness Measures for Regression via Probabilistic ClassificationCode1
Fast Bayesian Variable Selection in Binomial and Negative Binomial RegressionCode1
Attention-based Joint Detection of Object and Semantic PartCode1
FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional RegressionsCode1
Fast Learning of Temporal Action Proposal via Dense Boundary GeneratorCode1
Feature Aggregation and Refinement Network for 2D AnatomicalLandmark DetectionCode1
Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detectionCode1
Fighting an Infodemic: COVID-19 Fake News DatasetCode1
FII-CenterNet: An Anchor-Free Detector With Foreground Attention for Traffic Object DetectionCode1
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention NetworksCode1
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age AssessmentCode1
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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