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regression

Papers

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Showing 51–100 of 9424 papers

TitleStatusHype
SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large ObjectsCode2
SegVG: Transferring Object Bounding Box to Segmentation for Visual GroundingCode2
On the Arbitrary-Oriented Object Detection: Classification based Approaches RevisitedCode2
SymbolFit: Automatic Parametric Modeling with Symbolic RegressionCode2
Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty QuantificationCode2
Transformers learn in-context by gradient descentCode2
Learning Convex Optimization ModelsCode2
Video-Based Human Pose Regression via Decoupled Space-Time AggregationCode2
Hierarchical Integration Diffusion Model for Realistic Image DeblurringCode2
Graph Neural Networks in TensorFlow and Keras with SpektralCode2
GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian SplattingCode2
Hyperparameter Optimization for Randomized Algorithms: A Case Study on Random FeaturesCode2
LightLoc: Learning Outdoor LiDAR Localization at Light SpeedCode2
FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and IntegrationCode2
Factor Fields: A Unified Framework for Neural Fields and BeyondCode2
FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and IntegrationCode2
EmoSphere-SER: Enhancing Speech Emotion Recognition Through Spherical Representation with Auxiliary ClassificationCode2
Distance-IoU Loss: Faster and Better Learning for Bounding Box RegressionCode2
Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor RegressionCode2
DistPred: A Distribution-Free Probabilistic Inference Method for Regression and ForecastingCode2
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion RecognitionCode2
From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context ExamplesCode2
Distributional Gradient Boosting MachinesCode2
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective AnalysisCode2
Conformal prediction interval for dynamic time-seriesCode2
Complex-YOLO: Real-time 3D Object Detection on Point CloudsCode2
Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning ModelsCode2
Fractional ridge regression: a fast, interpretable reparameterization of ridge regressionCode2
CoverNet: Multimodal Behavior Prediction using Trajectory SetsCode2
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
CARD: Classification and Regression Diffusion ModelsCode2
Axes that matter: PCA with a differenceCode2
Interpretable Machine Learning for Science with PySR and SymbolicRegression.jlCode2
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory PredictionCode2
CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion PriorCode2
Discovering symbolic expressions with parallelized tree searchCode2
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor SearchCode2
mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imagingCode2
GMFlow: Learning Optical Flow via Global MatchingCode2
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
BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye ViewCode1
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
Adversarial Weighting for Domain Adaptation in RegressionCode1
BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to 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