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Prediction

Papers

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Showing 1251–1300 of 8760 papers

TitleStatusHype
NDP: Next Distribution Prediction as a More Broad Target—0
TG-PhyNN: An Enhanced Physically-Aware Graph Neural Network framework for forecasting Spatio-Temporal Data—0
CW-CNN & CW-AN: Convolutional Networks and Attention Networks for CW-Complexes—0
Web Service QoS Prediction via Extended Canonical Polyadic-based Tensor Network—0
Prediction-Feedback DETR for Temporal Action Detection—0
Uncertainty-aware segmentation for rainfall prediction post processing—0
Is Personality Prediction Possible Based on Reddit Comments?—0
Large-Scale Demand Prediction in Urban Rail using Multi-Graph Inductive Representation Learning—0
In-Context Imitation Learning via Next-Token PredictionCode2
RGDA-DDI: Residual graph attention network and dual-attention based framework for drug-drug interaction predictionCode0
Domain-decoupled Physics-informed Neural Networks with Closed-form Gradients for Fast Model Learning of Dynamical Systems—0
Generative Verifiers: Reward Modeling as Next-Token Prediction—0
An Investigation on The Position Encoding in Vision-Based Dynamics Prediction—0
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time AdaptationCode0
AgentMove: Predicting Human Mobility Anywhere Using Large Language Model based Agentic FrameworkCode1
An Evaluation of Explanation Methods for Black-Box Detectors of Machine-Generated TextCode0
RoCP-GNN: Robust Conformal Prediction for Graph Neural Networks in Node-Classification—0
GeoPlant: Spatial Plant Species Prediction Dataset—0
AdaOcc: Adaptive-Resolution Occupancy Prediction—0
ReactZyme: A Benchmark for Enzyme-Reaction PredictionCode1
Learning to Plan Long-Term for Language Modeling—0
Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction—0
Uncertainty-Aware Mean Opinion Score Prediction—0
On the good reliability of an interval-based metric to validate prediction uncertainty for machine learning regression tasksCode0
Double Descent: Understanding Linear Model Estimation of Nonidentifiable Parameters and a Model for Overfitting—0
LIMP: Large Language Model Enhanced Intent-aware Mobility PredictionCode0
Frequency-aware Feature Fusion for Dense Image PredictionCode3
Spatio-Temporal Road Traffic Prediction using Real-time Regional Knowledge—0
Multiple Areal Feature Aware Transportation Demand Prediction—0
Transformers As Approximations of Solomonoff Induction—0
DRExplainer: Quantifiable Interpretability in Drug Response Prediction with Directed Graph Convolutional NetworkCode0
Predicting Solar Energy Generation with Machine Learning based on AQI and Weather Features—0
CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity PredictionCode1
CaRDiff: Video Salient Object Ranking Chain of Thought Reasoning for Saliency Prediction with Diffusion—0
Koopman AutoEncoder via Singular Value Decomposition for Data-Driven Long-Term Prediction—0
MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive ReorderingCode0
FATE: Focal-modulated Attention Encoder for Temperature PredictionCode0
End-to-End Cost-Effective Incentive Recommendation under Budget Constraint with Uplift Modeling—0
Conformalized Interval Arithmetic with Symmetric CalibrationCode0
GACL: Graph Attention Collaborative Learning for Temporal QoS Prediction—0
Inverse Deep Learning Ray Tracing for Heliostat Surface Prediction—0
Self-Refined Generative Foundation Models for Wireless Traffic Prediction—0
A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent PredictionCode0
OccMamba: Semantic Occupancy Prediction with State Space ModelsCode1
Machine Learning with Physics Knowledge for Prediction: A Survey—0
Webcam-based Pupil Diameter Prediction Benefits from UpscalingCode0
Ensemble Prediction via Covariate-dependent StackingCode0
TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and DynamicsCode1
Uncertainty Quantification of Surrogate Models using Conformal PredictionCode1
Deep Limit Model-free Prediction in Regression—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