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Papers

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Showing 1601–1650 of 8760 papers

TitleStatusHype
Fast data augmentation for battery degradation prediction—0
Clustered random forests with correlated data for optimal estimation and inference under potential covariate shiftCode0
MSCMHMST: A traffic flow prediction model based on Transformer—0
Efficient and Privacy-Preserved Link Prediction via Condensed GraphsCode0
Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective—0
Lithium-ion Battery Capacity Prediction via Conditional Recurrent Generative Adversarial Network-based Time-Series Regeneration—0
FG-DFPN: Flow Guided Deformable Frame Prediction NetworkCode0
Learnable Group Transform: Enhancing Genotype-to-Phenotype Prediction for Rice Breeding with Small, Structured Datasets—0
Advanced Deep Learning Methods for Protein Structure Prediction and Design—0
OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-modal Data amidst Missing Values—0
A Weighted Predict-and-Optimize Framework for Power System Operation Considering Varying Impacts of Uncertainty—0
Mirror Online Conformal Prediction with Intermittent Feedback—0
The Role of Hyperparameters in Predictive Multiplicity—0
TGP: Two-modal occupancy prediction with 3D Gaussian and sparse points for 3D Environment Awareness—0
Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression—0
Siamese Foundation Models for Crystal Structure Prediction—0
Enhanced Route Planning with Calibrated Uncertainty Set—0
BeamLLM: Vision-Empowered mmWave Beam Prediction with Large Language Models—0
Unified Dense Prediction of Video Diffusion—0
Post-interactive Multimodal Trajectory Prediction for Autonomous Driving—0
Conformal Prediction and Human Decision Making—0
N2C2: Nearest Neighbor Enhanced Confidence Calibration for Cross-Lingual In-Context Learning—0
SeqSAM: Autoregressive Multiple Hypothesis Prediction for Medical Image Segmentation using SAMCode0
Large Language Model as Meta-Surrogate for Data-Driven Many-Task Optimization: A Proof-of-Principle Study—0
ICPR 2024 Competition on Rider Intention Prediction—0
NFIG: Autoregressive Image Generation with Next-Frequency Prediction—0
GUIDE-CoT: Goal-driven and User-Informed Dynamic Estimation for Pedestrian Trajectory using Chain-of-ThoughtCode0
Analysis of Learning-based Offshore Wind Power Prediction Models with Various Feature Combinations—0
Interference-Aware Edge Runtime Prediction with Conformal Matrix CompletionCode0
Causality Enhanced Origin-Destination Flow Prediction in Data-Scarce Cities—0
Applied Machine Learning Methods with Long-Short Term Memory Based Recurrent Neural Networks for Multivariate Temperature Prediction—0
Conformal Prediction for Image Segmentation Using Morphological Prediction SetsCode0
Robust Conformal Prediction with a Single Binary Certificate—0
Evidential Uncertainty Estimation for Multi-Modal Trajectory Prediction—0
Black Box Causal Inference: Effect Estimation via Meta Prediction—0
Correctness Coverage Evaluation for Medical Multiple-Choice Question Answering Based on the Enhanced Conformal Prediction Framework—0
INTENT: Trajectory Prediction Framework with Intention-Guided Contrastive Clustering—0
Conformal forecasting for surgical instrument trajectory—0
Conformal Prediction with Upper and Lower Bound Models—0
Cloud Computing Energy Consumption Prediction Based on Kernel Extreme Learning Machine Algorithm Improved by Vector Weighted Average Algorithm—0
Matrix Factorization for Inferring Associations and Missing Links—0
BicliqueEncoder: An Efficient Method for Link Prediction in Bipartite Networks using Formal Concept Analysis and Transformer Encoder—0
RiskAgent: Autonomous Medical AI Copilot for Generalist Risk PredictionCode0
Conformal prediction of future insurance claims in the regression problem—0
Evolutionary Prediction GamesCode0
How manipulable are prediction markets?Code0
Differential Machine Learning for Time Series Prediction—0
PathRWKV: Enabling Whole Slide Prediction with Recurrent-Transformer—0
Leap: Inductive Link Prediction via Learnable TopologyAugmentationCode0
Trajectory Prediction for Autonomous Driving: Progress, Limitations, and Future Directions—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