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Prediction

Papers

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Showing 801–850 of 8760 papers

TitleStatusHype
Lightweight Stochastic Video Prediction via Hybrid Warping—0
Contextual Data Integration for Bike-sharing Demand Prediction with Graph Neural Networks in Degraded Weather Conditions—0
Research on Financial Multi-Asset Portfolio Risk Prediction Model Based on Convolutional Neural Networks and Image Processing—0
Advanced Risk Prediction and Stability Assessment of Banks Using Time Series Transformer Models—0
Harnessing Loss Decomposition for Long-Horizon Wave Predictions via Deep Neural Networks—0
Enhancing Supply Chain Visibility with Generative AI: An Exploratory Case Study on Relationship Prediction in Knowledge Graphs—0
Towards the efficacy of federated prediction for epidemics on networksCode0
Crash Severity Risk Modeling Strategies under Data Imbalance—0
Construction and optimization of health behavior prediction model for the elderly in smart elderly care—0
MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology ImagesCode1
Explainable CTR Prediction via LLM Reasoning—0
CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public EventsCode1
Sample Efficient Robot Learning in Supervised Effect Prediction Tasks—0
Multi-Scale Representation Learning for Protein Fitness PredictionCode1
Spatial Conformal Inference through Localized Quantile Regression—0
CSP-AIT-Net: A contrastive learning-enhanced spatiotemporal graph attention framework for short-term metro OD flow prediction with asynchronous inflow tracking—0
AVS-Net: Audio-Visual Scale Net for Self-supervised Monocular Metric Depth Estimation—0
V2XPnP: Vehicle-to-Everything Spatio-Temporal Fusion for Multi-Agent Perception and PredictionCode2
Geometry-aware PINNs for Turbulent Flow Prediction—0
FIction: 4D Future Interaction Prediction from Video—0
Predictive Inference With Fast Feature Conformal PredictionCode0
CONCERTO: Complex Query Execution Mechanism-Aware Learned Cost Estimation—0
Enhancing the conformal predictability of context-aware recommendation systems by using Deep Autoencoders—0
Fine-Tuning Pre-trained Large Time Series Models for Prediction of Wind Turbine SCADA Data—0
Differentiable High-Order Markov Models for Spectrum PredictionCode0
HiMoE: Heterogeneity-Informed Mixture-of-Experts for Fair Spatial-Temporal Forecasting—0
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model—0
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction—0
Gated-Attention Feature-Fusion Based Framework for Poverty Prediction—0
Another look at inference after predictionCode1
Density-Calibrated Conformal Quantile Regression—0
A Multi-Loss Strategy for Vehicle Trajectory Prediction: Combining Off-Road, Diversity, and Directional Consistency LossesCode1
Electricity Price Prediction Using Multi-Kernel Gaussian Process Regression Combined with Kernel-Based Support Vector Regression—0
ETSM: Automating Dissection Trajectory Suggestion and Confidence Map-Based Safety Margin Prediction for Robot-assisted Endoscopic Submucosal Dissection—0
GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural NetworkCode0
On the Unknowable Limits to PredictionCode0
Frozen Large-scale Pretrained Vision-Language Models are the Effective Foundational Backbone for Multimodal Breast Cancer PredictionCode0
Limit Order Book Event Stream Prediction with Diffusion Model—0
Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy—0
Multi-Task Label Discovery via Hierarchical Task Tokens for Partially Annotated Dense Predictions—0
Large Models Enabled Ubiquitous Wireless Sensing—0
Optimized Tradeoffs for Private Prediction with Majority Ensembling—0
Streamlining Prediction in Bayesian Deep LearningCode1
Towards Improved Objective Perceptual Audio Quality Assessment -- Part 1: A Novel Data-Driven Cognitive Model—0
Minimizing Conservatism in Safety-Critical Control for Input-Delayed Systems via Adaptive Delay Estimation—0
DECODE: Domain-aware Continual Domain Expansion for Motion PredictionCode0
KACDP: A Highly Interpretable Credit Default Prediction Model—0
Spatio-Temporal Conformal Prediction for Power Outage Data—0
Conformalised Conditional Normalising Flows for Joint Prediction Regions in time series—0
Robust Bayesian Optimization via Localized Online Conformal 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