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Point Processes

Papers

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Showing 126–150 of 541 papers

TitleStatusHype
Batch Active Learning of Reward Functions from Human Preferences—0
Selective linear segmentation for detecting relevant parameter changes—0
Diversity Measurement and Subset Selection for Instruction Tuning Datasets—0
XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical ApplicationsCode0
Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation—0
Self-Supervised Contrastive Pre-Training for Multivariate Point Processes—0
Cumulative Distribution Function based General Temporal Point Processes—0
Meta-Learning for Neural Network-based Temporal Point Processes—0
Fast parallel sampling under isoperimetry—0
Distribution-Free Conformal Joint Prediction Regions for Neural Marked Temporal Point ProcessesCode0
Predicting Future States with Spatial Point Processes in Single Molecule Resolution Spatial Transcriptomics—0
A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs—0
Probabilistic Modeling for Sequences of Sets in Continuous-TimeCode0
Weighted least-squares approximation with determinantal point processes and generalized volume sampling—0
Hawkes-based cryptocurrency forecasting via Limit Order Book data—0
Ergodic Secrecy Rate Analysis for LEO Satellite Downlink Networks—0
Learn2Extend: Extending sequences by retaining their statistical properties with mixture models—0
Stopping Methods for Technology Assisted Reviews based on Point ProcessesCode0
Add and Thin: Diffusion for Temporal Point Processes—0
Non-Autoregressive Diffusion-based Temporal Point Processes for Continuous-Time Long-Term Event PredictionCode0
Interacting Diffusion Processes for Event Sequence ForecastingCode0
Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process with Uncertainty Quantification—0
DPP-TTS: Diversifying prosodic features of speech via determinantal point processes—0
Signal reconstruction using determinantal sampling—0
Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel 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