SOTAVerified

Point Processes

Papers

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Showing 26–50 of 541 papers

TitleStatusHype
A Plug-and-Play Bregman ADMM Module for Inferring Event Branches in Temporal Point ProcessesCode2
A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users—0
Deep Linear Hawkes Processes—0
Applying the maximum entropy principle to neural networks enhances multi-species distribution models—0
Preventing Conflicting Gradients in Neural Marked Temporal Point Processes—0
Limit Order Book Event Stream Prediction with Diffusion Model—0
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
TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point ProcessesCode1
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
TPP-LLM: Modeling Temporal Point Processes by Efficiently Fine-Tuning Large Language ModelsCode1
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
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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