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Point Processes

Papers

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Showing 451–500 of 541 papers

TitleStatusHype
Spatial-Temporal-Textual Point Processes for Crime Linkage Detection—0
Cumulative Distribution Function based General Temporal Point Processes—0
Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization—0
Decomposable Transformer Point Processes—0
Decoupled Learning for Factorial Marked Temporal Point Processes—0
Deep Fourier Kernel for Self-Attentive Point Processes—0
Deep Coevolutionary Network: Embedding User and Item Features for Recommendation—0
Deep Determinantal Point Processes—0
Deep graph kernel point processes—0
Deep Learning of Determinantal Point Processes via Proper Spectral Sub-gradient—0
Deep Linear Hawkes Processes—0
Deep Mixture Point Processes: Spatio-temporal Event Prediction with Rich Contextual Information—0
Deep Random Splines for Point Process Intensity Estimation—0
Deep Sigma Point Processes—0
Deep spatio-temporal point processes: Advances and new directions—0
Detecting Anomalous Event Sequences with Temporal Point Processes—0
Detecting Human Interventions on the Landscape: KAZE Features, Poisson Point Processes, and a Construction Dataset—0
Detecting weak changes in dynamic events over networks—0
Determinantal Beam Search—0
Determinantal consensus clustering—0
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD—0
Determinantal Point Processes for Mini-Batch Diversification—0
Determinantal Point Processes Implicitly Regularize Semi-parametric Regression Problems—0
Determinantal Point Processes in Randomized Numerical Linear Algebra—0
Differentially private synthesis of Spatial Point Processes—0
Dirichlet-Survival Process: Scalable Inference of Topic-Dependent Diffusion Networks—0
Discovering Diverse and Salient Threads in Document Collections—0
Discovering Latent Network Structure in Point Process Data—0
Discrete Sampling using Semigradient-based Product Mixtures—0
Disentangling and quantifying market participant volatility contributions—0
Diverse and Non-redundant Answer Set Extraction on Community QA based on DPPs—0
Diverse Landmark Sampling from Determinantal Point Processes for Scalable Manifold Learning—0
Diverse Mini-Batch Selection in Reinforcement Learning for Efficient Chemical Exploration in de novo Drug Design—0
Diverse Multi-Answer Retrieval with Determinantal Point Processes—0
Diverse Trajectory Forecasting with Determinantal Point Processes—0
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes—0
Diversifying Sparsity Using Variational Determinantal Point Processes—0
Diversity Based Edge Pruning of Neural Networks Using Determinantal Point Processes—0
Diversity Boosted Learning for Domain Generalization with Large Number of Domains—0
Diversity Measurement and Subset Selection for Instruction Tuning Datasets—0
Diversity sampling is an implicit regularization for kernel methods—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
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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