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Point Processes

Papers

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Showing 151–200 of 541 papers

TitleStatusHype
Diversifying Sparsity Using Variational Determinantal Point Processes—0
CaLFADS: latent factor analysis of dynamical systems in calcium imaging data—0
Diversity Based Edge Pruning of Neural Networks Using Determinantal Point Processes—0
Diverse Mini-Batch Selection in Reinforcement Learning for Efficient Chemical Exploration in de novo Drug Design—0
Diversity Boosted Learning for Domain Generalization with Large Number of Domains—0
Diversity Measurement and Subset Selection for Instruction Tuning Datasets—0
Causal Inference for Event Pairs in Multivariate Point Processes—0
Diversity sampling is an implicit regularization for kernel methods—0
Approximate Inference in Continuous Determinantal Processes—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
Comparison of Point Process Learning and its special case Takacs-Fiksel estimation—0
DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals—0
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal—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
Diverse Landmark Sampling from Determinantal Point Processes for Scalable Manifold Learning—0
Block-Wise MAP Inference for Determinantal Point Processes with Application to Change-Point Detection—0
Échantillonnage de signaux sur graphes via des processus déterminantaux—0
Diverse and Non-redundant Answer Set Extraction on Community QA based on DPPs—0
Black-box constructions for exchangeable sequences of random multisets—0
Efficient Bayesian Nonparametric Modelling of Structured Point Processes—0
Computer Assisted Composition in Continuous Time—0
Efficient Sampling for k-Determinantal Point Processes—0
Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference—0
Fast parallel sampling under isoperimetry—0
Ensemble Kernel Methods, Implicit Regularization and Determinantal Point Processes—0
Context-dependent self-exciting point processes: models, methods, and risk bounds in high dimensions—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
An Adaptive Importance Sampling for Locally Stable Point Processes—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
Continuous-Time User Modeling in the Presence of Badges: A Probabilistic Approach—0
Marked Neural Spatio-Temporal Point Process Involving a Dynamic Graph Neural Network—0
Fixed-point algorithms for learning determinantal point processes—0
Exact Sampling of Determinantal Point Processes without Eigendecomposition—0
Convex Parameter Recovery for Interacting Marked Processes—0
Disentangling and quantifying market participant volatility contributions—0
Discrete Sampling using Semigradient-based Product Mixtures—0
Explaining Point Processes by Learning Interpretable Temporal Logic Rules—0
Exponentiated Strongly Rayleigh Distributions—0
Extracting Attentive Social Temporal Excitation for Sequential Recommendation—0
Semi-Parametric Inference for Doubly Stochastic Spatial Point Processes: An Approximate Penalized Poisson Likelihood Approach—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