SOTAVerified

Point Processes

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 541 papers

TitleStatusHype
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image RetrievalCode0
Diverse Mini-Batch Selection in Reinforcement Learning for Efficient Chemical Exploration in de novo Drug Design—0
Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object DetectionCode0
Urban RIS-Assisted HAP Networks: Performance Analysis Using Stochastic Geometry—0
Uncovering Social Network Activity Using Joint User and Topic Interaction—0
Turbocharging Gaussian Process Inference with Approximate Sketch-and-ProjectCode0
Evaluating Uncertainty in Deep Gaussian ProcessesCode0
Interpretable Hybrid-Rule Temporal Point Processes—0
Filtering through a topological lens: homology for point processes on the time-frequency plane—0
Deep spatio-temporal point processes: Advances and new directions—0
A stochastic volatility approximation for a tick-by-tick price model with mean-field interaction—0
Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks—0
Learning Structure-enhanced Temporal Point Processes with Gromov-Wasserstein Regularization—0
Whenever, Wherever: Towards Orchestrating Crowd Simulations with Spatio-Temporal Spawn DynamicsCode0
Stochastic Geometry for Modeling and Analysis of Sensing and Communications: A Survey—0
PER-DPP Sampling Framework and Its Application in Path Planning—0
Differentially private synthesis of Spatial Point Processes—0
Prediction of Clinical Complication Onset using Neural Point Processes—0
Neural Spatiotemporal Point Processes: Trends and Challenges—0
Negative Dependence as a toolbox for machine learning : review and new developments—0
Language-TPP: Integrating Temporal Point Processes with Language Models for Event Analysis—0
Leveraging band diversity for feature selection in EO data—0
Advances in Temporal Point Processes: Bayesian, Deep, and LLM Approaches—0
Differentiable Adversarial Attacks for Marked Temporal Point ProcessesCode0
Downlink Performance of Cell-Free Massive MIMO for LEO Satellite Mega-Constellation—0
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
Show:102550
← PrevPage 1 of 11Next →
All datasetsRetweet MTPPAgeGroup Transactions MTPPAmazon MTPPStackOverflow MTPP

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