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Prediction

Papers

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Showing 601–650 of 8760 papers

TitleStatusHype
Predictive Learning in Energy-based Models with Attractor Structures—0
Where Do You Go? Pedestrian Trajectory Prediction using Scene Features—0
The First Indoor Pathloss Radio Map Prediction Challenge—0
Wasserstein-regularized Conformal Prediction under General Distribution Shift—0
Knowledge-Informed Multi-Agent Trajectory Prediction at Signalized Intersections for Infrastructure-to-Everything—0
A Spatio-temporal Graph Network Allowing Incomplete Trajectory Input for Pedestrian Trajectory Prediction—0
Estimating the Conformal Prediction Threshold from Noisy LabelsCode0
Human-like conceptual representations emerge from language prediction—0
Heterogeneous Federated Learning System for Sparse Healthcare Time-Series Prediction—0
Distributed Multi-Head Learning Systems for Power Consumption Prediction—0
A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications—0
ENTIRE: Learning-based Volume Rendering Time Prediction—0
Ultra-High Reliability by Predictive Interference Management Using Extreme Value Theory—0
Generative AI-enabled Blockage Prediction for Robust Dual-Band mmWave Communication—0
Generalization and Informativeness of Weighted Conformal Risk Control Under Covariate Shift—0
Multivariate Wireless Link Quality Prediction Based on Pre-trained Large Language Models—0
DLinear-based Prediction of Remaining Useful Life of Lithium-Ion Batteries: Feature Engineering through Explainable Artificial Intelligence—0
Randomness, exchangeability, and conformal prediction—0
Transductive Conformal Inference for Full Ranking—0
GRID: Protecting Training Graph from Link Stealing Attacks on GNN Models—0
Dynamic Trend Fusion Module for Traffic Flow PredictionCode1
A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal RegressionCode1
On the Benefits of Instance Decomposition in Video Prediction Models—0
The Relevance of AWS Chronos: An Evaluation of Standard Methods for Time Series Forecasting with Limited Tuning—0
Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores—0
Virtual Nodes Improve Long-term Traffic Prediction—0
Spatiotemporal Prediction of Secondary Crashes by Rebalancing Dynamic and Static Data with Generative Adversarial Networks—0
Zero-Shot Monocular Scene Flow Estimation in the Wild—0
Prediction Sets and Conformal Inference with Interval OutcomesCode0
DSTIGCN: Deformable Spatial-Temporal Interaction Graph Convolution Network for Pedestrian Trajectory PredictionCode1
Tessellated Linear Model for Age Prediction from Voice—0
Efficient Traffic Prediction Through Spatio-Temporal DistillationCode1
Scenarios Generation-based Multiple Interval Prediction Method for Electricity Prices—0
A Novel Multiple Interval Prediction Method for Electricity Prices based on Scenarios Generation: Definition and Method—0
GRAPPA - A Hybrid Graph Neural Network for Predicting Pure Component Vapor PressuresCode1
Fine-grained Spatio-temporal Event Prediction with Self-adaptive Anchor Graph—0
Similarity-Quantized Relative Difference Learning for Improved Molecular Activity Prediction—0
BiDepth Multimodal Neural Network: Bidirectional Depth Deep Learning Architecture for Spatial-Temporal Prediction—0
Physics-informed neural networks for phase-resolved data assimilation and prediction of nonlinear ocean waves—0
Predict Confidently, Predict Right: Abstention in Dynamic Graph Learning—0
AI Guide Dog: Egocentric Path Prediction on Smartphone—0
Prediction Interval Construction Method for Electricity Prices—0
Advancing Semantic Future Prediction through Multimodal Visual Sequence TransformersCode1
Combining imaging and shape features for prediction tasks of Alzheimer's disease classification and brain age regression—0
E2ESlack: An End-to-End Graph-Based Framework for Pre-Routing Slack Prediction—0
HyperQuery: Beyond Binary Link Prediction—0
Uncertainty Guarantees on Automated Precision Weeding using Conformal Prediction—0
PROTECT: Protein circadian time prediction using unsupervised learning—0
Deep Learning and Foundation Models for Weather Prediction: A SurveyCode2
Uncertainty-Aware Online Extrinsic Calibration: A Conformal Prediction Approach—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