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Papers

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Showing 1551–1600 of 8760 papers

TitleStatusHype
Enhancing reliability in prediction intervals using point forecasters: Heteroscedastic Quantile Regression and Width-Adaptive Conformal InferenceCode0
LLM4CP: Adapting Large Language Models for Channel PredictionCode3
Recent Advances in Traffic Accident Analysis and Prediction: A Comprehensive Review of Machine Learning Techniques—0
Prediction and Reference Quality Adaptation for Learned Video Compression—0
Resource Optimization for Tail-Based Control in Wireless Networked Control Systems—0
FutureNet-LOF: Joint Trajectory Prediction and Lane Occupancy Field Prediction with Future Context Encoding—0
Movement-Prediction-Adjusted Naïve Forecast—0
Allocation Requires Prediction Only if Inequality Is Low—0
Self-Explainable Temporal Graph Networks based on Graph Information BottleneckCode1
Certification for Differentially Private Prediction in Gradient-Based TrainingCode0
Variables are a Curse in Software Vulnerability Prediction—0
Structured Prediction in Online Learning—0
ESI-GAL: EEG Source Imaging-based Trajectory Estimation for Grasp and Lift Task—0
Mutual Learning for Finetuning Click-Through Rate Prediction Models—0
CUQDS: Conformal Uncertainty Quantification under Distribution Shift for Trajectory Prediction—0
Large Scale Transfer Learning for Tabular Data via Language ModelingCode2
Deploying scalable traffic prediction models for efficient management in real-world large transportation networks during hurricane evacuations—0
A First Physical-World Trajectory Prediction Attack via LiDAR-induced Deceptions in Autonomous Driving—0
SynthTree: Co-supervised Local Model Synthesis for Explainable Prediction—0
Incorporating uncertainty quantification into travel mode choice modeling: a Bayesian neural network (BNN) approach and an uncertainty-guided active survey framework—0
α-OCC: Uncertainty-Aware Camera-based 3D Semantic Occupancy Prediction—0
A Multimodal Transformer for Live Streaming Highlight Prediction—0
Active, anytime-valid risk controlling prediction setsCode0
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction—0
Brain-Inspired Spike Echo State Network Dynamics for Aero-Engine Intelligent Fault Prediction—0
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR DataCode1
Large language model validity via enhanced conformal prediction methodsCode1
Improving rule mining via embedding-based link predictionCode0
On the Evaluation of Speech Foundation Models for Spoken Language Understanding—0
Financial Assets Dependency Prediction Utilizing Spatiotemporal Patterns—0
SIU: A Million-Scale Structural Small Molecule-Protein Interaction Dataset for Unbiased Bioactivity PredictionCode1
Deep Sketched Output Kernel Regression for Structured PredictionCode0
ToSA: Token Selective Attention for Efficient Vision Transformers—0
Beyond the Frontier: Predicting Unseen Walls from Occupancy Grids by Learning from Floor Plans—0
Conformal Load Prediction with Transductive Graph AutoencodersCode1
Scaling Manipulation Learning with Visual Kinematic Chain PredictionCode0
Surprise! Using Physiological Stress for Allostatic Regulation Under the Active Inference Framework [Pre-Print]—0
Connected Speech-Based Cognitive Assessment in Chinese and English—0
Active learning for affinity prediction of antibodies—0
Estimating the Hallucination Rate of Generative AI—0
Multimodal Belief PredictionCode0
Design and Scheduling of an AI-based Queueing System—0
Boosted Conformal Prediction IntervalsCode1
Beyond the Norms: Detecting Prediction Errors in Regression Models—0
Visual Representation Learning with Stochastic Frame Prediction—0
Beyond Trend Following: Deep Learning for Market Trend Prediction—0
Conformal Prediction for Class-wise Coverage via Augmented Label Rank CalibrationCode0
Link Prediction in Bipartite Networks—0
Network-Based Transfer Learning Helps Improve Short-Term Crime Prediction Accuracy—0
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction SetsCode0
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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