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Prediction

Papers

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Showing 2151–2200 of 8760 papers

TitleStatusHype
Optimizing Predictive AI in Physical Design Flows with Mini Pixel Batch Gradient Descent—0
On Convolutional Vision Transformers for Yield Prediction—0
Can machine learning predict citizen-reported angler behavior?—0
Adaptive Hypergraph Network for Trust PredictionCode0
Structure-Informed Protein Language ModelCode1
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph TransformersCode2
Multi-Patch Prediction: Adapting LLMs for Time Series Representation LearningCode2
Weather Prediction with Diffusion Guided by Realistic Forecast Processes—0
Are we making much progress? Revisiting chemical reaction yield prediction from an imbalanced regression perspective—0
Does confidence calibration improve conformal prediction?Code3
Controllable Diverse Sampling for Diffusion Based Motion Behavior Forecasting—0
AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality PredictionCode1
Link Prediction with Relational Hypergraphs—0
An Optimal House Price Prediction Algorithm: XGBoost—0
Prediction Horizon Requirements for Automated Driving: Optimizing Safety, Comfort, and Efficiency—0
Batch Universal Prediction—0
Early prediction of onset of sepsis in Clinical Setting—0
Linguistic features for sentence difficulty prediction in ABSA—0
Statistical Guarantees for Link Prediction using Graph Neural Networks—0
Survival and grade of the glioma prediction using transfer learning—0
DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid PredictionCode1
A Paradigm for Potential Model Performance Improvement in Classification and Regression Problems. A Proof of Concept—0
Hybrid-Prediction Integrated Planning for Autonomous Driving—0
Simulation-Enhanced Data Augmentation for Machine Learning Pathloss Prediction—0
Enhancing Cross-domain Link Prediction via Evolution Process Modeling—0
Calibrated Uncertainty Quantification for Operator Learning via Conformal Prediction—0
How many views does your deep neural network use for prediction?—0
Adaptive Optimization for Prediction with Missing Data—0
Online conformal prediction with decaying step sizesCode0
ExtremeCast: Boosting Extreme Value Prediction for Global Weather ForecastCode1
DoseGNN: Improving the Performance of Deep Learning Models in Adaptive Dose-Volume Histogram Prediction through Graph Neural Networks—0
Location Agnostic Adaptive Rain Precipitation Prediction using Deep Learning—0
Random Forest-Based Prediction of Stroke Outcome—0
Non-Exchangeable Conformal Language Generation with Nearest NeighborsCode1
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System—0
Human Expertise in Algorithmic PredictionCode0
An Accurate and Low-Parameter Machine Learning Architecture for Next Location Prediction—0
Graph Multi-Similarity Learning for Molecular Property Prediction—0
A cost-sensitive constrained Lasso—0
Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models—0
Retrosynthesis prediction enhanced by in-silico reaction data augmentation—0
Aesthetic Preference Prediction in Interior Design: Fuzzy Approach—0
Multi-Camera Asynchronous Ball Localization and Trajectory Prediction with Factor Graphs and Human Poses—0
Performance Insights-based AI-driven Football Transfer Fee Prediction—0
Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life PredictionCode1
AI prediction of cardiovascular events using opportunistic epicardial adipose tissue assessments from CT calcium score—0
FIMP: Future Interaction Modeling for Multi-Agent Motion Prediction—0
Spatial Decomposition and Temporal Fusion based Inter Prediction for Learned Video Compression—0
Meta-Learning for Neural Network-based Temporal Point Processes—0
Textual Entailment for Effective Triple Validation in Object 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