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Point Processes

Papers

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Showing 76–100 of 541 papers

TitleStatusHype
Unsupervised Event Outlier Detection in Continuous Time—0
A Bayesian Mixture Model of Temporal Point Processes with Determinantal Point Process Prior—0
Optimal Execution under Incomplete Information—0
Integrating RIS into HAP Networks for Improved Connectivity—0
Point processes with event time uncertainty—0
Small coresets via negative dependence: DPPs, linear statistics, and concentrationCode0
Unlocking Point Processes through Point Set Diffusion—0
Marked Temporal Bayesian Flow Point Processes—0
Retrieval of Temporal Event Sequences from Textual DescriptionsCode0
3D-Prover: Diversity Driven Theorem Proving With Determinantal Point Processes—0
EventFlow: Forecasting Continuous-Time Event Data with Flow Matching—0
Federated Neural Nonparametric Point Processes—0
Is Score Matching Suitable for Estimating Point Processes?Code0
EarthquakeNPP: Benchmark Datasets for Earthquake Forecasting with Neural Point Processes—0
Decomposable Transformer Point Processes—0
On Your Mark, Get Set, Predict! Modeling Continuous-Time Dynamics of Cascades for Information Popularity Prediction—0
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval—0
A Model-Free Method to Quantify Memory Utilization in Neural Point ProcessesCode0
Spectrum Sharing Between Low Earth Orbit Satellite and Terrestrial Networks: A Stochastic Geometry Perspective Analysis—0
An Adaptive Importance Sampling for Locally Stable Point Processes—0
An unbounded intensity model for point processes—0
Stochastic Geometry Analysis of RIS-Assisted Cellular Networks with Reflective Intelligent Surfaces on Roads—0
A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependence—0
Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions—0
TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeTPPT-mAP57.37—Unverified
2ODE-RNNT-mAP48.81—Unverified
3NHPT-mAP45.07—Unverified
4RMTPPT-mAP44.74—Unverified
5IFTPPT-mAP31.75—Unverified
6AttNHPT-mAP25.85—Unverified
#ModelMetricClaimedVerifiedStatus
1DeTPPT-mAP9.17—Unverified
2RMTPPT-mAP6.69—Unverified
3IFTPPT-mAP5.88—Unverified
4NHPT-mAP5.61—Unverified
5ODE-RNNT-mAP5.52—Unverified
#ModelMetricClaimedVerifiedStatus
1DeTPPT-mAP37.18—Unverified
2NHPT-mAP26.29—Unverified
3IFTPPT-mAP22.56—Unverified
4RMTPPT-mAP20.06—Unverified
#ModelMetricClaimedVerifiedStatus
1IFTPPOTD13.64—Unverified
2RMTPPOTD13.17—Unverified
3DeTPPOTD12.06—Unverified