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Prediction

Papers

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Showing 251–300 of 8760 papers

TitleStatusHype
Heterogeneous networks in drug-target interaction predictionCode1
From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning—0
Behavior of prediction performance metrics with rare events—0
On relaxing the N-Reachability Implicit Requirement in NMPC Design—0
Conformalized-KANs: Uncertainty Quantification with Coverage Guarantees for Kolmogorov-Arnold Networks (KANs) in Scientific Machine Learning—0
Integrating Single-Cell Foundation Models with Graph Neural Networks for Drug Response Prediction—0
Text-Audio-Visual-conditioned Diffusion Model for Video Saliency Prediction—0
LMPOcc: 3D Semantic Occupancy Prediction Utilizing Long-Term Memory Prior from Historical Traversals—0
Safety Monitoring for Learning-Enabled Cyber-Physical Systems in Out-of-Distribution Scenarios—0
Lightweight LiDAR-Camera 3D Dynamic Object Detection and Multi-Class Trajectory PredictionCode1
AI for CSI Prediction in 5G-Advanced and Beyond—0
CompGS++: Compressed Gaussian Splatting for Static and Dynamic Scene Representation—0
EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos—0
Leave-One-Out Stable Conformal PredictionCode0
On the calibration of Just-in-time Defect Prediction—0
Predictive control of blast furnace temperature in steelmaking with hybrid depth-infused quantum neural networks—0
Discovering phoneme-specific critical articulators through a data-driven approach—0
Rainy: Unlocking Satellite Calibration for Deep Learning in Precipitation—0
Deep Learning in Concealed Dense PredictionCode1
Transfer Learning for Temporal Link PredictionCode0
GC-GAT: Multimodal Vehicular Trajectory Prediction using Graph Goal Conditioning and Cross-context Attention—0
LMFormer: Lane based Motion Prediction Transformer—0
Air Quality Prediction with A Meteorology-Guided Modality-Decoupled Spatio-Temporal Network—0
AGO: Adaptive Grounding for Open World 3D Occupancy Prediction—0
GNN-ACLP: Graph Neural Networks based Analog Circuit Link Prediction—0
Rethinking Remaining Useful Life Prediction with Scarce Time Series Data: Regression under Indirect Supervision—0
Ray-Based Characterization of the AMPLE Model from 0.85 to 5 GHz—0
Graph-Based Prediction Models for Data Debiasing—0
An Empirical Investigation of Reconstruction-Based Models for Seizure Prediction from ECG Signals—0
Road Grip Uncertainty Estimation Through Surface State Segmentation—0
A Systematic Evaluation of Knowledge Graph Embeddings for Gene-Disease Association PredictionCode0
STEI-PCN: an efficient pure convolutional network for traffic prediction via spatial-temporal encoding and inferring—0
DGOcc: Depth-aware Global Query-based Network for Monocular 3D Occupancy Prediction—0
DG-STMTL: A Novel Graph Convolutional Network for Multi-Task Spatio-Temporal Traffic Forecasting—0
ChronoFormer: Time-Aware Transformer Architectures for Structured Clinical Event Modeling—0
FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair—0
Explicit Uncertainty Modeling for Video Watch Time Prediction—0
Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis—0
PLM-eXplain: Divide and Conquer the Protein Embedding Space—0
TSP-OCS: A Time-Series Prediction for Optimal Camera Selection in Multi-Viewpoint Surgical Video Analysis—0
Exploiting Meta-Learning-based Poisoning Attacks for Graph Link PredictionCode0
A Self-Supervised Framework for Space Object Behaviour Characterisation—0
Collaborative Prediction: Tractable Information Aggregation via Agreement—0
DyTTP: Trajectory Prediction with Normalization-Free Transformers—0
Bidirectional Hierarchical Protein Multi-Modal Representation Learning—0
Going beyond explainability in multi-modal stroke outcome prediction models—0
GraphPINE: Graph Importance Propagation for Interpretable Drug Response Prediction—0
GAMDTP: Dynamic Trajectory Prediction with Graph Attention Mamba Network—0
DP-LET: An Efficient Spatio-Temporal Network Traffic Prediction Framework—0
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions—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