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Papers

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Showing 351–400 of 8760 papers

TitleStatusHype
Physical Plausibility-aware Trajectory Prediction via Locomotion EmbodimentCode2
NeuroSep-CP-LCB: A Deep Learning-based Contextual Multi-armed Bandit Algorithm with Uncertainty Quantification for Early Sepsis PredictionCode0
AUV Acceleration Prediction Using DVL and Deep Learning—0
Lyra: An Efficient and Expressive Subquadratic Architecture for Modeling Biological Sequences—0
Enhancing Software Quality Assurance with an Adaptive Differential Evolution based Quantum Variational Autoencoder-Transformer Model—0
UniHDSA: A Unified Relation Prediction Approach for Hierarchical Document Structure AnalysisCode2
AutoDrive-QA- Automated Generation of Multiple-Choice Questions for Autonomous Driving Datasets Using Large Vision-Language Models—0
Temporal Encoding Strategies for Energy Time Series PredictionCode0
Generating Multimodal Driving Scenes via Next-Scene Prediction—0
Sepsyn-OLCP: An Online Learning-based Framework for Early Sepsis Prediction with Uncertainty Quantification using Conformal PredictionCode0
Online Conformal Probabilistic Numerics via Adaptive Edge-Cloud Offloading—0
Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal predictionCode0
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation—0
Stochastic Trajectory Prediction under Unstructured Constraints—0
E-Values Expand the Scope of Conformal PredictionCode0
PrETi: Predicting Execution Time in Early Stage with LLVM and Machine Learning—0
MSCMHMST: A traffic flow prediction model based on Transformer—0
Clustered random forests with correlated data for optimal estimation and inference under potential covariate shiftCode0
Fast data augmentation for battery degradation prediction—0
Efficient and Privacy-Preserved Link Prediction via Condensed GraphsCode0
Lithium-ion Battery Capacity Prediction via Conditional Recurrent Generative Adversarial Network-based Time-Series Regeneration—0
Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective—0
Advanced Deep Learning Methods for Protein Structure Prediction and Design—0
FG-DFPN: Flow Guided Deformable Frame Prediction NetworkCode0
A Weighted Predict-and-Optimize Framework for Power System Operation Considering Varying Impacts of Uncertainty—0
OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-modal Data amidst Missing Values—0
Learnable Group Transform: Enhancing Genotype-to-Phenotype Prediction for Rice Breeding with Small, Structured Datasets—0
The Role of Hyperparameters in Predictive Multiplicity—0
Trajectory Mamba: Efficient Attention-Mamba Forecasting Model Based on Selective SSMCode1
Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression—0
Enhanced Route Planning with Calibrated Uncertainty Set—0
BeamLLM: Vision-Empowered mmWave Beam Prediction with Large Language Models—0
TGP: Two-modal occupancy prediction with 3D Gaussian and sparse points for 3D Environment Awareness—0
Multi-Modal Mamba Modeling for Survival Prediction (M4Survive): Adapting Joint Foundation Model RepresentationsCode2
Siamese Foundation Models for Crystal Structure Prediction—0
Mirror Online Conformal Prediction with Intermittent Feedback—0
Conformal Prediction and Human Decision Making—0
SeqSAM: Autoregressive Multiple Hypothesis Prediction for Medical Image Segmentation using SAMCode0
Post-interactive Multimodal Trajectory Prediction for Autonomous Driving—0
N2C2: Nearest Neighbor Enhanced Confidence Calibration for Cross-Lingual In-Context Learning—0
Unified Dense Prediction of Video Diffusion—0
Large Language Model as Meta-Surrogate for Data-Driven Many-Task Optimization: A Proof-of-Principle Study—0
Towards Interpretable Protein Structure Prediction with Sparse AutoencodersCode1
ICPR 2024 Competition on Rider Intention Prediction—0
Analysis of Learning-based Offshore Wind Power Prediction Models with Various Feature Combinations—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
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
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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