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Prediction

Papers

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Showing 751–800 of 8760 papers

TitleStatusHype
Early Concept Drift Detection via Prediction UncertaintyCode0
Prediction-Enhanced Monte Carlo: A Machine Learning View on Control Variate—0
Facial Surgery Preview Based on the Orthognathic Treatment Prediction—0
Multi-Class and Multi-Task Strategies for Neural Directed Link PredictionCode0
L_1-Based Adaptive Identification with Saturated Observations—0
NeuralPLexer3: Accurate Biomolecular Complex Structure Prediction with Flow ModelsCode2
Financial Fine-tuning a Large Time Series ModelCode2
Dynamic Cross-Modal Alignment for Robust Semantic Location Prediction—0
Mr. DETR: Instructive Multi-Route Training for Detection TransformersCode2
Object-Focused Data Selection for Dense Prediction Tasks—0
GaussianWorld: Gaussian World Model for Streaming 3D Occupancy PredictionCode2
EP-CFG: Energy-Preserving Classifier-Free Guidance—0
Deep Learning for Spectrum Prediction in Cognitive Radio Networks: State-of-the-Art, New Opportunities, and Challenges—0
Conformal Prediction on Quantifying Uncertainty of Dynamic Systems—0
WiFo: Wireless Foundation Model for Channel Prediction—0
Let Curves Speak: A Continuous Glucose Monitor based Large Sensor Foundation Model for Diabetes Management—0
Enhancing Drug-Target Interaction Prediction through Transfer Learning from Activity Cliff Prediction TasksCode0
CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty—0
Of Dice and Games: A Theory of Generalized Boosting—0
Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentation—0
NyayaAnumana & INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision AnalysisCode1
SpecFuse: Ensembling Large Language Models via Next-Segment Prediction—0
ITPNet: Towards Instantaneous Trajectory Prediction for Autonomous Driving—0
Label Distribution Learning using the Squared Neural Family on the Probability Simplex—0
Can Neural Decompilation Assist Vulnerability Prediction on Binary Code?—0
Data-Augmented Numerical Integration in State Prediction: Rule Selection—0
Mining Limited Data Sufficiently: A BERT-inspired Approach for CSI Time Series Application in Wireless Communication and Sensing—0
PowerMamba: A Deep State Space Model and Comprehensive Benchmark for Time Series Prediction in Electric Power SystemsCode1
Predicting Subway Passenger Flows under Incident Situation with Causality—0
Fundus Image-based Visual Acuity Assessment with PAC-GuaranteesCode0
Lightweight Spatial Embedding for Vision-based 3D Occupancy Prediction—0
GRUvader: Sentiment-Informed Stock Market Prediction—0
Efficient Continuous Video Flow Model for Video Prediction—0
Transformers Can Navigate Mazes With Multi-Step PredictionCode1
Automatic Prediction of Stroke Treatment Outcomes: Latest Advances and Perspectives—0
Scalable Early Childhood Reading Performance Prediction—0
GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction—0
Leveraging Multi-modal Representations to Predict Protein Melting Temperatures—0
Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic ForecastingCode2
EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene UnderstandingCode2
Complexity of Vector-valued Prediction: From Linear Models to Stochastic Convex Optimization—0
Multi-Scale Kinetics Modeling for Cell Culture Process with Metabolic State Transition—0
Large Volatility Matrix Prediction using Tensor Factor Structure—0
An In-Depth Examination of Risk Assessment in Multi-Class Classification Algorithms—0
PriorMotion: Generative Class-Agnostic Motion Prediction with Raster-Vector Motion Field Priors—0
Distributionally Robust Performative Prediction—0
Leveraging Generative Adversarial Networks for Addressing Data Imbalance in Financial Market Supervision—0
Predicting Pedestrian Crossing Behavior in Germany and Japan: Insights into Model Transferability—0
Tight Lower Bounds and Improved Convergence in Performative PredictionCode0
Lightweight Stochastic Video Prediction via Hybrid Warping—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