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Prediction

Papers

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Showing 1651–1700 of 8760 papers

TitleStatusHype
Generative assimilation and prediction for weather and climate—0
Markets for Models—0
Computer-aided shape features extraction and regression models for predicting the ascending aortic aneurysm growth rate—0
Anomaly detection in non-stationary videos using time-recursive differencing network based prediction—0
Large AI Model for Delay-Doppler Domain Channel Prediction in 6G OTFS-Based Vehicular Networks—0
Spatial Transcriptomics Analysis of Spatially Dense Gene Expression Prediction—0
Improving the statistical efficiency of cross-conformal predictionCode0
LLM-Fusion: A Novel Multimodal Fusion Model for Accelerated Material Discovery—0
Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop—0
Towards An Efficient LLM Training Paradigm for CTR Prediction—0
A Survey of Link Prediction in Temporal Networks—0
Integrating convolutional layers and biformer network with forward-forward and backpropagation trainingCode0
Map Space Belief Prediction for Manipulation-Enhanced Mapping—0
Unified Video Action Model—0
Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction—0
When does a predictor know its own loss?—0
Dam Volume Prediction Model Development Using ML Algorithms—0
FOReCAst: The Future Outcome Reasoning and Confidence Assessment Benchmark—0
A Method for Evaluating the Interpretability of Machine Learning Models in Predicting Bond Default Risk Based on LIME and SHAP—0
MTCA: Multi-Task Channel Analysis for Wireless Communication—0
Model Adaptation: Unsupervised Domain Adaptation without Source Data—0
Genotype-to-Phenotype Prediction in Rice with High-Dimensional Nonlinear Features—0
Universality of conformal prediction under the assumption of randomness—0
Self-supervised conformal prediction for uncertainty quantification in Poisson imaging problems—0
AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models—0
The Art of Beating the Odds with Predictor-Guided Random Design Space ExplorationCode0
Global-Decision-Focused Neural ODEs for Proactive Grid Resilience Management—0
Patient Trajectory Prediction: Integrating Clinical Notes with TransformersCode0
MuCoS: Efficient Drug-Target Prediction through Multi-Context-Aware Sampling—0
Predicting Through Generation: Why Generation Is Better for Prediction—0
A Deep-Unfolding Approach to RIS Phase Shift Optimization Via Transformer-Based Channel Prediction—0
Uncertainty-aware abstention in medical diagnosis based on medical texts—0
Distributionally Robust Active Learning for Gaussian Process Regression—0
Kandinsky Conformal Prediction: Beyond Class- and Covariate-Conditional Coverage—0
SUSTeR: Sparse Unstructured Spatio Temporal Reconstruction on Traffic PredictionCode0
Large Language Models are Powerful Electronic Health Record EncodersCode0
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMsCode0
Multi-Year-to-Decadal Temperature Prediction using a Machine Learning Model-Analog Framework—0
AUKT: Adaptive Uncertainty-Guided Knowledge Transfer with Conformal Prediction—0
Volume Optimality in Conformal Prediction with Structured Prediction Sets—0
Sequence-level Large Language Model Training with Contrastive Preference Optimization—0
DUPRE: Data Utility Prediction for Efficient Data ValuationCode0
Co-evolution-based Metal-binding Residue Prediction with Graph Neural NetworksCode0
Binary Outcome Models with Extreme Covariates: Estimation and Prediction—0
Human Motion Prediction, Reconstruction, and Generation—0
Med-gte-hybrid: A contextual embedding transformer model for extracting actionable information from clinical texts—0
Explaining the Success of Nearest Neighbor Methods in Prediction—0
Drug-Target Interaction/Affinity Prediction: Deep Learning Models and Advances Review—0
Joint Registration and Conformal Prediction for Partially Observed Functional Data—0
Challenges of Multi-Modal Coreset Selection for Depth PredictionCode0
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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