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Prediction

Papers

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Showing 351–375 of 8759 papers

TitleStatusHype
Physical Plausibility-aware Trajectory Prediction via Locomotion EmbodimentCode2
NeuroSep-CP-LCB: A Deep Learning-based Contextual Multi-armed Bandit Algorithm with Uncertainty Quantification for Early Sepsis PredictionCode0
AUV Acceleration Prediction Using DVL and Deep Learning—0
Lyra: An Efficient and Expressive Subquadratic Architecture for Modeling Biological Sequences—0
AutoDrive-QA- Automated Generation of Multiple-Choice Questions for Autonomous Driving Datasets Using Large Vision-Language Models—0
Enhancing Software Quality Assurance with an Adaptive Differential Evolution based Quantum Variational Autoencoder-Transformer Model—0
UniHDSA: A Unified Relation Prediction Approach for Hierarchical Document Structure AnalysisCode2
Temporal Encoding Strategies for Energy Time Series PredictionCode0
Generating Multimodal Driving Scenes via Next-Scene Prediction—0
Sepsyn-OLCP: An Online Learning-based Framework for Early Sepsis Prediction with Uncertainty Quantification using Conformal PredictionCode0
Online Conformal Probabilistic Numerics via Adaptive Edge-Cloud Offloading—0
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation—0
Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal predictionCode0
Stochastic Trajectory Prediction under Unstructured Constraints—0
E-Values Expand the Scope of Conformal PredictionCode0
PrETi: Predicting Execution Time in Early Stage with LLVM and Machine Learning—0
MSCMHMST: A traffic flow prediction model based on Transformer—0
Clustered random forests with correlated data for optimal estimation and inference under potential covariate shiftCode0
Fast data augmentation for battery degradation prediction—0
Efficient and Privacy-Preserved Link Prediction via Condensed GraphsCode0
Lithium-ion Battery Capacity Prediction via Conditional Recurrent Generative Adversarial Network-based Time-Series Regeneration—0
Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective—0
Advanced Deep Learning Methods for Protein Structure Prediction and Design—0
OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-modal Data amidst Missing Values—0
A Weighted Predict-and-Optimize Framework for Power System Operation Considering Varying Impacts of Uncertainty—0
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All datasetsQM9Synthetic

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RELATIONFORMEREdit Distance9.15—Unverified
2ANY2GRAPHEdit Distance3.44—Unverified
3FGWBARY-ILE + FDEdit Distance2.84—Unverified
4ANY2GRAPH + FDEdit Distance2.13—Unverified
#ModelMetricClaimedVerifiedStatus
1CW-CNNRMSE1.15—Unverified
2CW-ATRMSE0.03—Unverified