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Point Processes

Papers

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Showing 51–75 of 541 papers

TitleStatusHype
A Model-Free Method to Quantify Memory Utilization in Neural Point ProcessesCode0
DeTPP: Leveraging Object Detection for Robust Long-Horizon Event PredictionCode2
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
Have ASkotch: A Neat Solution for Large-scale Kernel Ridge Regression—0
Mamba Hawkes Process—0
Exact Bayesian Gaussian Cox Processes Using Random IntegralCode0
Learning k-Determinantal Point Processes for Personalized Ranking—0
HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?Code2
Pareto Front-Diverse Batch Multi-Objective Bayesian OptimizationCode0
Neuro-Symbolic Temporal Point Processes—0
On Non-asymptotic Theory of Recurrent Neural Networks in Temporal Point Processes—0
Modeling Randomly Observed Spatiotemporal Dynamical Systems—0
System-2 Recommenders: Disentangling Utility and Engagement in Recommendation Systems via Temporal Point-Processes—0
Comparison of Point Process Learning and its special case Takacs-Fiksel estimation—0
A Theoretical Framework for an Efficient Normalizing Flow-Based Solution to the Electronic Schrodinger Equation—0
Naturally Private Recommendations with Determinantal Point Processes—0
RoTHP: Rotary Position Embedding-based Transformer Hawkes Process—0
Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems—0
PCA for Point ProcessesCode0
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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