SOTAVerified

Point Processes

Papers

Showing 126150 of 541 papers

TitleStatusHype
Determinantal Beam Search0
Amortized Network Intervention to Steer the Excitatory Point Processes0
Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks0
A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs0
Efficient Bayesian Nonparametric Modelling of Structured Point Processes0
Causal Inference for Event Pairs in Multivariate Point Processes0
Causal Discovery in Hawkes Processes by Minimum Description Length0
Applying the maximum entropy principle to neural networks enhances multi-species distribution models0
A Polynomial Time MCMC Method for Sampling from Continuous DPPs0
CaLFADS: latent factor analysis of dynamical systems in calcium imaging data0
Adaptive Granularity in Tensors: A Quest for Interpretable Structure0
DPPNet: Approximating Determinantal Point Processes with Deep Networks0
A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users0
Algorithmic trading in a microstructural limit order book model0
Enhancing Jailbreak Attacks with Diversity Guidance0
Diverse Mini-Batch Selection in Reinforcement Learning for Efficient Chemical Exploration in de novo Drug Design0
Diverse Landmark Sampling from Determinantal Point Processes for Scalable Manifold Learning0
Block-Wise MAP Inference for Determinantal Point Processes with Application to Change-Point Detection0
Diverse and Non-redundant Answer Set Extraction on Community QA based on DPPs0
Black-box constructions for exchangeable sequences of random multisets0
Downlink Performance of Cell-Free Massive MIMO for LEO Satellite Mega-Constellation0
Diverse Multi-Answer Retrieval with Determinantal Point Processes0
Bootstrap Inference for Hawkes and General Point Processes0
Diverse Trajectory Forecasting with Determinantal Point Processes0
DPPMask: Masked Image Modeling with Determinantal Point Processes0
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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