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Prediction

Papers

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Showing 951–1000 of 8760 papers

TitleStatusHype
A Multi-Granularity Supervised Contrastive Framework for Remaining Useful Life Prediction of Aero-engines—0
Machine learning models for Si nanoparticle growth in nonthermal plasma—0
LLM4Mat-Bench: Benchmarking Large Language Models for Materials Property PredictionCode1
Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and BenchmarkingCode1
Beyond Accuracy: Ensuring Correct Predictions With Correct RationalesCode0
Joint Training for Selective Prediction—0
Projected random forests and conformal prediction of circular dataCode0
DiffBatt: A Diffusion Model for Battery Degradation Prediction and SynthesisCode1
EchoNarrator: Generating natural text explanations for ejection fraction predictionsCode0
Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility PredictionCode1
Video prediction using score-based conditional density estimation—0
FinVision: A Multi-Agent Framework for Stock Market Prediction—0
Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN—0
Predicting Future Actions of Reinforcement Learning AgentsCode0
Deep Priors for Video Quality Prediction—0
Enhanced Survival Prediction in Head and Neck Cancer Using Convolutional Block Attention and Multimodal Data Fusion—0
LinFormer: A Linear-based Lightweight Transformer Architecture For Time-Aware MIMO Channel Prediction—0
Graph Sparsification for Enhanced Conformal Prediction in Graph Neural Networks—0
Strada-LLM: Graph LLM for traffic prediction—0
Graph Based Traffic Analysis and Delay Prediction—0
FIRP: Faster LLM inference via future intermediate representation prediction—0
Domain Specific Data Distillation and Multi-modal Embedding Generation—0
Predicting Mortality and Functional Status Scores of Traumatic Brain Injury Patients using Supervised Machine Learning—0
Toward Conditional Distribution Calibration in Survival PredictionCode1
Just Propagate: Unifying Matrix Factorization, Network Embedding, and LightGCN for Link Prediction—0
Improving the prediction of protein stability changes upon mutations by geometric learning and a pre-training strategyCode1
Bridging Stepwise Lab-Informed Pretraining and Knowledge-Guided Learning for Diagnostic ReasoningCode0
DeMuVGN: Effective Software Defect Prediction Model by Learning Multi-view Software Dependency via Graph Neural Networks—0
Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems—0
Multi-modal Motion Prediction using Temporal Ensembling with Learning-based Aggregation—0
Conformal Prediction for Multimodal RegressionCode0
Prediction of microstructural representativity from a single imageCode0
Analysis of Financial Risk Behavior Prediction Using Deep Learning and Big Data Algorithms—0
VECTOR: Velocity-Enhanced GRU Neural Network for Real-Time 3D UAV Trajectory PredictionCode1
Target Strangeness: A Novel Conformal Prediction Difficulty EstimatorCode0
Can Self Supervision Rejuvenate Similarity-Based Link Prediction?—0
An Investigation on Machine Learning Predictive Accuracy Improvement and Uncertainty Reduction using VAE-based Data Augmentation—0
Cascading Failure Prediction via Causal Inference—0
Benchmarking Graph Learning for Drug-Drug Interaction Prediction—0
Citywide Electric Vehicle Charging Demand Prediction Approach Considering Urban Region and Dynamic Influences—0
Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction—0
Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production—0
Future Token Prediction -- Causal Language Modelling with Per-Token Semantic State Vector for Multi-Token Prediction—0
Anomaly Resilient Temporal QoS Prediction using Hypergraph Convoluted Transformer Network—0
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray GenerationCode0
Guaranteeing Conservation Laws with Projection in Physics-Informed Neural NetworksCode0
Traj-Explainer: An Explainable and Robust Multi-modal Trajectory Prediction Approach—0
Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive Learning—0
Pedestrian motion prediction evaluation for urban autonomous drivingCode0
Data Matters: The Case of Predicting Mobile Cellular TrafficCode0
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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