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Point Processes

Papers

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Showing 251–300 of 541 papers

TitleStatusHype
Temporal Logic Point Processes—0
Testing Determinantal Point Processes—0
The Bayesian Low-Rank Determinantal Point Process Mixture Model—0
The statistical significance of multivariate Hawkes processes fitted to limit order book data—0
Thinning for Accelerating the Learning of Point Processes—0
Time Perception Machine: Temporal Point Processes for the When, Where and What of Activity Prediction—0
Time-Sensitive Recommendation From Recurrent User Activities—0
Towards Deterministic Diverse Subset Sampling—0
Tracking Dynamic Point Processes on Networks—0
TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes—0
TransformerLSR: Attentive Joint Model of Longitudinal Data, Survival, and Recurrent Events with Concurrent Latent Structure—0
Uncovering Regions of Maximum Dissimilarity on Random Process Data—0
Uncovering Social Network Activity Using Joint User and Topic Interaction—0
Understanding the Spread of COVID-19 Epidemic: A Spatio-Temporal Point Process View—0
UNIPoint: Universally Approximating Point Processes Intensities—0
Unlocking Point Processes through Point Set Diffusion—0
Unsupervised Event Outlier Detection in Continuous Time—0
Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation—0
Urban RIS-Assisted HAP Networks: Performance Analysis Using Stochastic Geometry—0
Utility maximization in pure-jump models driven by marked point processes and nonlinear wealth dynamics—0
VAC2: Visual Analysis of Combined Causality in Event Sequences—0
Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities—0
Variational Inference for Gaussian Process Modulated Poisson Processes—0
Variational Neural Temporal Point Process—0
Variational Policy for Guiding Point Processes—0
VBALD - Variational Bayesian Approximation of Log Determinants—0
Wasserstein Learning of Determinantal Point Processes—0
Weighted least-squares approximation with determinantal point processes and generalized volume sampling—0
Downlink Coverage and Rate Analysis of Low Earth Orbit Satellite Constellations Using Stochastic Geometry—0
Downlink Performance of Cell-Free Massive MIMO for LEO Satellite Mega-Constellation—0
Enhancing Jailbreak Attacks with Diversity Guidance—0
DPPMask: Masked Image Modeling with Determinantal Point Processes—0
DPPNet: Approximating Determinantal Point Processes with Deep Networks—0
DPP-TTS: Diversifying prosodic features of speech via determinantal point processes—0
DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals—0
Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks—0
A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs—0
EarthquakeNPP: Benchmark Datasets for Earthquake Forecasting with Neural Point Processes—0
Échantillonnage de signaux sur graphes via des processus déterminantaux—0
Efficient Bayesian Nonparametric Modelling of Structured Point Processes—0
Efficient Sampling for k-Determinantal Point Processes—0
Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference—0
Ensemble Kernel Methods, Implicit Regularization and Determinantal Point Processes—0
Equivariant Normalizing Flows for Point Processes and Sets—0
Scalable Normalizing Flows for Permutation Invariant Densities—0
Ergodic Secrecy Rate Analysis for LEO Satellite Downlink Networks—0
A Metric Space for Point Process Excitations—0
EventFlow: Forecasting Continuous-Time Event Data with Flow Matching—0
Event-scheduling algorithms with Kalikow decomposition for simulating potentially infinite neuronal networks—0
Exact Sampling from Determinantal 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