Particle Trajectory Representation Learning with Masked Point Modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Young, Sam, Jwa, Yeon-jae, Terao, Kazuhiro |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Panda: Self-distillation of Reusable Sensor-level Representations for High Energy Physics
by: Young, Samuel, et al.
Published: (2025)
by: Young, Samuel, et al.
Published: (2025)
Contrastive Metric Learning for Point Cloud Segmentation in Highly Granular Detectors
by: Marriott-Clarke, Max, et al.
Published: (2026)
by: Marriott-Clarke, Max, et al.
Published: (2026)
Deep-learning-based decomposition of overlapping-sparse images: application at the vertex of neutrino interactions
by: Alonso-Monsalve, Saúl, et al.
Published: (2023)
by: Alonso-Monsalve, Saúl, et al.
Published: (2023)
Adapting Vision-Language Models for Neutrino Event Classification in High-Energy Physics
by: Sagar, Dikshant, et al.
Published: (2025)
by: Sagar, Dikshant, et al.
Published: (2025)
Fine-Tuning Vision-Language Models for Neutrino Event Analysis in High-Energy Physics Experiments
by: Sagar, Dikshant, et al.
Published: (2025)
by: Sagar, Dikshant, et al.
Published: (2025)
End-to-end Differentiable Calibration and Reconstruction for Optical Particle Detectors
by: Alterkait, Omar, et al.
Published: (2026)
by: Alterkait, Omar, et al.
Published: (2026)
Comparison of Image Processing Models in Quark Gluon Jet Classification
by: Kim, Daeun, et al.
Published: (2026)
by: Kim, Daeun, et al.
Published: (2026)
Generative Diffusion Models for Fast Simulations of Particle Collisions at CERN
by: Kita, Mikołaj, et al.
Published: (2024)
by: Kita, Mikołaj, et al.
Published: (2024)
PE-GAN: Prior Embedding GAN for PXD images at Belle II
by: Hashemi, Baran, et al.
Published: (2023)
by: Hashemi, Baran, et al.
Published: (2023)
WIPUNet: A Physics-inspired Network with Weighted Inductive Biases for Image Denoising
by: Islam, Wasikul
Published: (2025)
by: Islam, Wasikul
Published: (2025)
Vision Calorimeter for Anti-neutron Reconstruction: A Baseline
by: Yu, Hongtian, et al.
Published: (2024)
by: Yu, Hongtian, et al.
Published: (2024)
Towards foundation-style models for energy-frontier heterogeneous neutrino detectors via self-supervised pre-training
by: Alonso-Monsalve, Saúl, et al.
Published: (2026)
by: Alonso-Monsalve, Saúl, et al.
Published: (2026)
Jet Image Generation in High Energy Physics Using Diffusion Models
by: Martinez, Victor D., et al.
Published: (2025)
by: Martinez, Victor D., et al.
Published: (2025)
DLScanner: A parameter space scanner package assisted by deep learning methods
by: Hammad, A., et al.
Published: (2024)
by: Hammad, A., et al.
Published: (2024)
Robust Representation Learning in Masked Autoencoders
by: Shrivastava, Anika, et al.
Published: (2026)
by: Shrivastava, Anika, et al.
Published: (2026)
Proportion Estimation by Masked Learning from Label Proportion
by: Okuo, Takumi, et al.
Published: (2024)
by: Okuo, Takumi, et al.
Published: (2024)
Image and Point-cloud Classification for Jet Analysis in High-Energy Physics: A survey
by: Kheddar, Hamza, et al.
Published: (2024)
by: Kheddar, Hamza, et al.
Published: (2024)
Heterogeneous Point Set Transformers for Segmentation of Multiple View Particle Detectors
by: Robles, Edgar E., et al.
Published: (2025)
by: Robles, Edgar E., et al.
Published: (2025)
SARMAE: Masked Autoencoder for SAR Representation Learning
by: Liu, Danxu, et al.
Published: (2025)
by: Liu, Danxu, et al.
Published: (2025)
Region-Point Joint Representation for Effective Trajectory Similarity Learning
by: Long, Hao, et al.
Published: (2025)
by: Long, Hao, et al.
Published: (2025)
Locality-Sensitive Hashing-Based Efficient Point Transformer for Charged Particle Reconstruction
by: Govil, Shitij, et al.
Published: (2025)
by: Govil, Shitij, et al.
Published: (2025)
Attention-Guided Masked Autoencoders For Learning Image Representations
by: Sick, Leon, et al.
Published: (2024)
by: Sick, Leon, et al.
Published: (2024)
A Language Model for Particle Tracking
by: Huang, Andris, et al.
Published: (2024)
by: Huang, Andris, et al.
Published: (2024)
Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical Representation
by: Shin, Sangyun, et al.
Published: (2023)
by: Shin, Sangyun, et al.
Published: (2023)
Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models
by: Golling, Tobias, et al.
Published: (2024)
by: Golling, Tobias, et al.
Published: (2024)
Bumblebee: Foundation Model for Particle Physics Discovery
by: Wildridge, Andrew J., et al.
Published: (2024)
by: Wildridge, Andrew J., et al.
Published: (2024)
Unpaired Translation of Point Clouds for Modeling Detector Response
by: Li, Mingyang, et al.
Published: (2025)
by: Li, Mingyang, et al.
Published: (2025)
Neural Radiance Field Image Refinement through End-to-End Sampling Point Optimization
by: Ohta, Kazuhiro, et al.
Published: (2024)
by: Ohta, Kazuhiro, et al.
Published: (2024)
Particle Hit Clustering and Identification Using Point Set Transformers in Liquid Argon Time Projection Chambers
by: Robles, Edgar E., et al.
Published: (2025)
by: Robles, Edgar E., et al.
Published: (2025)
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D
by: Bahri, Ali, et al.
Published: (2024)
by: Bahri, Ali, et al.
Published: (2024)
Masked Autoencoders for Ultrasound Signals: Robust Representation Learning for Downstream Applications
by: Roßteutscher, Immanuel, et al.
Published: (2025)
by: Roßteutscher, Immanuel, et al.
Published: (2025)
EveNet: A Foundation Model for Particle Collision Data Analysis
by: Hsu, Ting-Hsiang, et al.
Published: (2026)
by: Hsu, Ting-Hsiang, et al.
Published: (2026)
Semi-Self Representation Learning for Crowdsourced WiFi Trajectories
by: Kuo, Yu-Lin, et al.
Published: (2025)
by: Kuo, Yu-Lin, et al.
Published: (2025)
Aspen Open Jets: Unlocking LHC Data for Foundation Models in Particle Physics
by: Amram, Oz, et al.
Published: (2024)
by: Amram, Oz, et al.
Published: (2024)
Robust Anomaly Detection for Particle Physics Using Multi-Background Representation Learning
by: Gandrakota, Abhijith, et al.
Published: (2024)
by: Gandrakota, Abhijith, et al.
Published: (2024)
SingularTrajectory: Universal Trajectory Predictor Using Diffusion Model
by: Bae, Inhwan, et al.
Published: (2024)
by: Bae, Inhwan, et al.
Published: (2024)
Capturing Context-Aware Route Choice Semantics for Trajectory Representation Learning
by: Cao, Ji, et al.
Published: (2025)
by: Cao, Ji, et al.
Published: (2025)
Latent Representation Learning in Heavy-Ion Collisions with MaskPoint Transformer
by: Zhang, Jing-Zong, et al.
Published: (2025)
by: Zhang, Jing-Zong, et al.
Published: (2025)
MTS-DMAE: Dual-Masked Autoencoder for Unsupervised Multivariate Time Series Representation Learning
by: Xu, Yi, et al.
Published: (2025)
by: Xu, Yi, et al.
Published: (2025)
Human-in-the-loop Reinforcement Learning for Data Quality Monitoring in Particle Physics Experiments
by: Parra, Olivia Jullian, et al.
Published: (2024)
by: Parra, Olivia Jullian, et al.
Published: (2024)
Similar Items
-
Panda: Self-distillation of Reusable Sensor-level Representations for High Energy Physics
by: Young, Samuel, et al.
Published: (2025) -
Contrastive Metric Learning for Point Cloud Segmentation in Highly Granular Detectors
by: Marriott-Clarke, Max, et al.
Published: (2026) -
Deep-learning-based decomposition of overlapping-sparse images: application at the vertex of neutrino interactions
by: Alonso-Monsalve, Saúl, et al.
Published: (2023) -
Adapting Vision-Language Models for Neutrino Event Classification in High-Energy Physics
by: Sagar, Dikshant, et al.
Published: (2025) -
Fine-Tuning Vision-Language Models for Neutrino Event Analysis in High-Energy Physics Experiments
by: Sagar, Dikshant, et al.
Published: (2025)