SOTAVerified

Point Processes

Papers

Showing 351375 of 541 papers

TitleStatusHype
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting0
System-2 Recommenders: Disentangling Utility and Engagement in Recommendation Systems via Temporal Point-Processes0
Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction0
Temporal Logic Point Processes0
Testing Determinantal Point Processes0
The Bayesian Low-Rank Determinantal Point Process Mixture Model0
The statistical significance of multivariate Hawkes processes fitted to limit order book data0
Thinning for Accelerating the Learning of Point Processes0
Time Perception Machine: Temporal Point Processes for the When, Where and What of Activity Prediction0
Time-Sensitive Recommendation From Recurrent User Activities0
Towards Deterministic Diverse Subset Sampling0
Tracking Dynamic Point Processes on Networks0
TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes0
TransformerLSR: Attentive Joint Model of Longitudinal Data, Survival, and Recurrent Events with Concurrent Latent Structure0
Uncovering Regions of Maximum Dissimilarity on Random Process Data0
Uncovering Social Network Activity Using Joint User and Topic Interaction0
Understanding the Spread of COVID-19 Epidemic: A Spatio-Temporal Point Process View0
UNIPoint: Universally Approximating Point Processes Intensities0
Unlocking Point Processes through Point Set Diffusion0
Unsupervised Event Outlier Detection in Continuous Time0
Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation0
Urban RIS-Assisted HAP Networks: Performance Analysis Using Stochastic Geometry0
Utility maximization in pure-jump models driven by marked point processes and nonlinear wealth dynamics0
VAC2: Visual Analysis of Combined Causality in Event Sequences0
Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities0
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Benchmark Results

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