SOTAVerified

Point Processes

Papers

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Showing 151–175 of 541 papers

TitleStatusHype
Amortized Network Intervention to Steer the Excitatory Point Processes—0
Deep Representation Learning for Prediction of Temporal Event Sets in the Continuous Time DomainCode0
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal—0
Coverage Analysis of Dynamic Coordinated Beamforming for LEO Satellite Downlink Networks—0
Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference—0
Stochastic Geometry Analysis of a New GSCM with Dual Visibility Regions—0
RTB Formulation Using Point Process—0
Detecting Structural Shifts in Multivariate Hawkes Processes with Fréchet Statistics—0
Reinforcement Logic Rule Learning for Temporal Point Processes—0
Intensity-free Integral-based Learning of Marked Temporal Point ProcessesCode0
Macroscopic Market Making—0
Retrieving Continuous Time Event Sequences using Neural Temporal Point Processes with Learnable Hashing—0
Neutral Diversity in Experimental Metapopulations—0
On the Predictive Accuracy of Neural Temporal Point Process Models for Continuous-time Event DataCode0
Constant Memory Attention Block—0
Deep graph kernel point processes—0
Semi-Parametric Inference for Doubly Stochastic Spatial Point Processes: An Approximate Penalized Poisson Likelihood Approach—0
Inference and Sampling of Point Processes from Diffusion Excursions—0
Improved Financial Forecasting via Quantum Machine Learning—0
On sampling determinantal and Pfaffian point processes on a quantum computerCode0
Representation Online Matters: Practical End-to-End Diversification in Search and Recommender Systems—0
Conditional Generative Modeling for High-dimensional Marked Temporal Point ProcessesCode0
Hawkes Process Based on Controlled Differential EquationsCode0
DPPMask: Masked Image Modeling with Determinantal Point Processes—0
Modeling Events and Interactions through Temporal Processes -- A Survey—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