Imagen de Portada

Incorporating Physical Priors into Weakly-Supervised Anomaly Detection

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Cheng, Chi Lung, Singh, Gup, Nachman, Benjamin
Formato:	Preprint
Publicado:	2024
Materias:	High Energy Physics - Phenomenology High Energy Physics - Experiment
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Weakly Supervised Anomaly Detection in Events with a Higgs Boson and Exotic Physics
por: Cheng, Chi Lung, et al.
Publicado: (2025)

Generator Based Inference (GBI)
por: Cheng, Chi Lung, et al.
Publicado: (2025)

Optimal Transport Event Representation for Anomaly Detection
por: Cai, Tianji, et al.
Publicado: (2025)

Signal-Aware Contrastive Latent Spaces for Anomaly Detection
por: Li, Runze, et al.
Publicado: (2026)

An AI-ready, Polarized Electron-Positron Collision Dataset
por: Cheng, Chi Lung, et al.
Publicado: (2026)

Solving Key Challenges in Collider Physics with Foundation Models
por: Mikuni, Vinicius, et al.
Publicado: (2024)

A Method to Simultaneously Facilitate All Jet Physics Tasks
por: Mikuni, Vinicius, et al.
Publicado: (2025)

High-dimensional and Permutation Invariant Anomaly Detection
por: Mikuni, Vinicius, et al.
Publicado: (2023)

Non-resonant Anomaly Detection with Background Extrapolation
por: Bai, Kehang, et al.
Publicado: (2023)

Searching for Anomalies with Foundation Models
por: Mikuni, Vinicius, et al.
Publicado: (2026)

Isolating Unisolated Upsilons with Anomaly Detection in CMS Open Data
por: Gambhir, Rikab, et al.
Publicado: (2025)

Higgs Production Classifier using Weak Supervision
por: Chen, Kai-Feng, et al.
Publicado: (2025)

Safe but Incalculable: Energy-weighting is not all you need
por: Bright-Thonney, Samuel, et al.
Publicado: (2023)

Full Phase Space Resonant Anomaly Detection
por: Buhmann, Erik, et al.
Publicado: (2023)

CaloScore v2: Single-shot Calorimeter Shower Simulation with Diffusion Models
por: Mikuni, Vinicius, et al.
Publicado: (2023)

Accelerating template generation in resonant anomaly detection searches with optimal transport
por: Leigh, Matthew, et al.
Publicado: (2024)

Conditional Deep Generative Models for Simultaneous Simulation and Reconstruction of Entire Events
por: Dreyer, Etienne, et al.
Publicado: (2025)

Analysis-ready Generative Unfolding
por: Butter, Anja, et al.
Publicado: (2025)

Identifying the Quantum Properties of Hadronic Resonances using Machine Learning
por: Filipek, Jakub, et al.
Publicado: (2021)

Refining Fast Calorimeter Simulations with a Schrödinger Bridge
por: Diefenbacher, Sascha, et al.
Publicado: (2023)

Advancing Set-Conditional Set Generation: Diffusion Models for Fast Simulation of Reconstructed Particles
por: Kobylianskii, Dmitrii, et al.
Publicado: (2024)

Discriminative versus Generative Approaches to Simulation-based Inference
por: Sluijter, Benjamin, et al.
Publicado: (2025)

A Scientific Human-Agent Reproduction Pipeline
por: Birk, Joschka, et al.
Publicado: (2026)

An AI-based Detector Simulation and Reconstruction Model for the ALEPH Experiment at LEP
por: Lo, Ya-Feng, et al.
Publicado: (2026)

The Interplay of Machine Learning--based Resonant Anomaly Detection Methods
por: Golling, Tobias, et al.
Publicado: (2023)

Seeing Double: Calibrating Two Jets at Once
por: Gambhir, Rikab, et al.
Publicado: (2024)

FlexCAST: Enabling Flexible Scientific Data Analyses
por: Nachman, Benjamin, et al.
Publicado: (2025)

Stay Positive: Neural Refinement of Sample Weights
por: Nachman, Benjamin, et al.
Publicado: (2025)

SEAL - A Symmetry EncourAging Loss for High Energy Physics
por: Hebbar, Pradyun, et al.
Publicado: (2025)

Neural Posterior Unfolding
por: Acosta, Fernando Torales, et al.
Publicado: (2025)

Combining Resonant and Tail-based Anomaly Detection
por: Bickendorf, Gerrit, et al.
Publicado: (2023)

New Physics Searches at the LHC through Event-based Anomaly Detection and Development of ADFilter Web-tool
por: Islam, Wasikul, et al.
Publicado: (2025)

Anomalies, Representations, and Self-Supervision
por: Dillon, Barry M., et al.
Publicado: (2023)

Rejection Sampling with Autodifferentiation - Case study: Fitting a Hadronization Model
por: Heller, Nick, et al.
Publicado: (2024)

Dynamics of $E_6$ Chiral Gauge Theories
por: Goh, Andrew, et al.
Publicado: (2025)

Topological Diagrams and Hadronic Weak Decays of Charmed Baryons
por: Zhong, Huiling, et al.
Publicado: (2024)

Masked-Token Prediction for Anomaly Detection at the Large Hadron Collider
por: Visive, Ambre, et al.
Publicado: (2026)

Self-Supervised Learning Strategies for Jet Physics
por: Rieck, Patrick, et al.
Publicado: (2025)

Exact Results in Chiral Gauge Theories with Flavor
por: Leedom, Jacob M., et al.
Publicado: (2025)

Hadronic Weak Decays of Charmed Baryons in the Topological Diagrammatic Approach: An Update
por: Cheng, Hai-Yang, et al.
Publicado: (2024)