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Point Processes

Papers

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Showing 201–250 of 541 papers

TitleStatusHype
DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals—0
Self-Adaptable Point Processes with Nonparametric Time Decays—0
Learning to Select Exogenous Events for Marked Temporal Point Process—0
Continuous-time edge modelling using non-parametric point processes—0
Causal Inference for Event Pairs in Multivariate Point Processes—0
Online MAP Inference and Learning for Nonsymmetric Determinantal Point Processes—0
Computational Complexity of Normalizing Constants for the Product of Determinantal Point Processes—0
Gaussian Determinantal Processes: a new model for directionality in data—0
Counterfactual Temporal Point ProcessesCode1
Learning Neural Models for Continuous-Time Sequences—0
Deep Neyman-Scott ProcessesCode0
LOS Coverage Area in Vehicular Networks with Cox distributed Roadside Units and Relays—0
Incremental Learning for Animal Pose Estimation using RBF k-DPP—0
Local Independence Testing for Point ProcessesCode0
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes—0
Sensing Cox Processes via Posterior Sampling and Positive BasesCode0
Variance reduction in stochastic methods for large-scale regularised least-squares problemsCode0
LazyPPL: laziness and types in non-parametric probabilistic programs—0
Row-clustering of a Point Process-valued MatrixCode0
Learning mixture of neural temporal point processes for event sequence clustering—0
On the Expressiveness, Predictability and Interpretability of Neural Temporal Point Processes—0
Explaining Point Processes by Learning Interpretable Temporal Logic Rules—0
Extracting Attentive Social Temporal Excitation for Sequential Recommendation—0
Joint Estimation and Inference for Multi-Experiment Networks of High-Dimensional Point ProcessesCode0
CoviHawkes: Temporal Point Process and Deep Learning based Covid-19 forecasting for India—0
Individual Mobility Prediction via Attentive Marked Temporal Point Processes—0
Some Inapproximability Results of MAP Inference and Exponentiated Determinantal Point Processes—0
Diversity-based Trajectory and Goal Selection with Hindsight Experience ReplayCode1
STRODE: Stochastic Boundary Ordinary Differential EquationCode1
Semi-supervised Learning for Marked Temporal Point Processes—0
Mitigating Performance Saturation in Neural Marked Point Processes: Architectures and Loss FunctionsCode0
Multiple-criteria Based Active Learning with Fixed-size Determinantal Point Processes—0
Understanding the Spread of COVID-19 Epidemic: A Spatio-Temporal Point Process View—0
Neural Spectral Marked Point ProcessesCode1
Determinantal Beam Search—0
Nonlinear Hawkes Processes in Time-Varying System—0
Detecting Anomalous Event Sequences with Temporal Point Processes—0
PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse DesignCode1
Scalable Marked Point Processes for Exchangeable and Non-Exchangeable Event SequencesCode0
Towards Deterministic Diverse Subset Sampling—0
Nonlinear Hawkes Process with Gaussian Process Self Effects—0
Metastable spiking networks in the replica-mean-field limit—0
Diversity-Aware Batch Active Learning for Dependency ParsingCode0
Interval-censored Hawkes processes—0
A Random Persistence Diagram Generator—0
Neural Temporal Point Processes: A Review—0
Bootstrap Inference for Hawkes and General Point Processes—0
How Certain is Your Transformer?Code1
Modelling Behavioural Diversity for Learning in Open-Ended GamesCode1
Diversity Based Edge Pruning of Neural Networks Using 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