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regression

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Showing 51–100 of 9424 papers

TitleStatusHype
On the Arbitrary-Oriented Object Detection: Classification based Approaches RevisitedCode2
Learning Convex Optimization ModelsCode2
Single Domain Generalization for Crowd CountingCode2
SRFormer: Text Detection Transformer with Incorporated Segmentation and RegressionCode2
Hierarchical Integration Diffusion Model for Realistic Image DeblurringCode2
Axes that matter: PCA with a differenceCode2
Very fast Bayesian Additive Regression Trees on GPUCode2
GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian SplattingCode2
Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty QuantificationCode2
Balanced MSE for Imbalanced Visual RegressionCode2
BinsFormer: Revisiting Adaptive Bins for Monocular Depth EstimationCode2
Hyperparameter Optimization for Randomized Algorithms: A Case Study on Random FeaturesCode2
LightLoc: Learning Outdoor LiDAR Localization at Light SpeedCode2
FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and IntegrationCode2
Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning ModelsCode2
From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context ExamplesCode2
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion RecognitionCode2
Distributional Gradient Boosting MachinesCode2
DistPred: A Distribution-Free Probabilistic Inference Method for Regression and ForecastingCode2
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective AnalysisCode2
GMFlow: Learning Optical Flow via Global MatchingCode2
CoverNet: Multimodal Behavior Prediction using Trajectory SetsCode2
Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor RegressionCode2
EmoSphere-SER: Enhancing Speech Emotion Recognition Through Spherical Representation with Auxiliary ClassificationCode2
Conformal prediction interval for dynamic time-seriesCode2
Factor Fields: A Unified Framework for Neural Fields and BeyondCode2
Fractional ridge regression: a fast, interpretable reparameterization of ridge regressionCode2
FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and IntegrationCode2
Discovering symbolic expressions with parallelized tree searchCode2
Monocular, One-stage, Regression of Multiple 3D PeopleCode2
GSLoc: Efficient Camera Pose Refinement via 3D Gaussian SplattingCode2
GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual LocalizationCode2
CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion PriorCode2
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory PredictionCode2
Interpretable Machine Learning for Science with PySR and SymbolicRegression.jlCode2
CARD: Classification and Regression Diffusion ModelsCode2
Complex-YOLO: Real-time 3D Object Detection on Point CloudsCode2
LLM Processes: Numerical Predictive Distributions Conditioned on Natural LanguageCode2
mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imagingCode2
Map-Relative Pose Regression for Visual Re-LocalizationCode2
Distance-IoU Loss: Faster and Better Learning for Bounding Box RegressionCode2
Graph Neural Networks in TensorFlow and Keras with SpektralCode2
6D Object Pose Regression via Supervised Learning on Point CloudsCode1
Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning ModelCode1
BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose EstimationCode1
Body Part Regression for CT ImagesCode1
Adversarial Weighting for Domain Adaptation in RegressionCode1
BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye ViewCode1
A flexible empirical Bayes approach to multiple linear regression and connections with penalized regressionCode1
BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to RegressionCode1
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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